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ORCIDIGARSS 2020: Waikoloa, HI, USA
- IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2020, Waikoloa, HI, USA, September 26 - October 2, 2020. IEEE 2020, ISBN 978-1-7281-6374-1
- Mamoon Rashid
, Christoph H. Gierull:
Gulf Stream Detection and Estimation with Radarsat-2 Along-Track Interferometry. 1-4 - Kei Suwa, Toshio Wakayama:
Experimental Study on Along Track Target Velocity Estimation for Multiple Aperture SAR-MTI Configuration. 5-8 - Howard A. Zebker:
On the Use of PRF Dithering for Wide Swath, Fine Resolution InSAR. 9-11 - Roger J. Michaelides, Howard A. Zebker:
Feasibility of Retrieving Soil Moisture from InSAR Decorrelation Phase and Closure Phase. 12-15 - Yujie Zheng, Howard A. Zebker, Roger J. Michaelides:
A Physics-Based Decorrelation Phase Covariance Model for Effective Decorrelation Noise Reduction in Interferogram Stacks. 16-19 - Zhipeng Wu, Heng Zhang, Yingjie Wang, Teng Wang, Robert Wang:
A Deep Learning Based Method for Local Subsidence Detection and InSAR Phase Unwrapping: Application to Mining Deformation Monitoring. 20-23 - Junyi Xu, Hanwen Yu, Songlin Liu:
A Three-Stage Framework for Multi-Baseline InSAR Phase Unwrapping. 24-27 - Siyuan Wang, Huaping Xu, Bo Yang, Yao Luo:
Improved InSAR Layover and Shadow Detection using Multi-Feature. 28-31 - Pietro Mastro, Francesco Falabella, Antonio Pepe:
An Adaptive Statistical Multi-grid DInSAR Technique for Studying Multi-scale Earth Surface Deformation Phenomena. 32-35 - Michael L. Benson, Leland E. Pierce, Kamal Sarabandi:
Quantifying the Effect of the Wind on Forest Canopy Height Estimation Using Interferometric Synthetic Aperture Radar Systems. 36-39 - Mercedes Eugenia Paoletti, Juan Mario Haut, Javier Plaza, Antonio Plaza:
Training Capsnets via Active Learning for Hyperspectral Image Classification. 40-43 - Michael Wong, Chih-Cheng Hung:
Dimensionality Reduction with Weighted K-Means for Hyperspectral Image Classification. 44-47 - Srivatsa Mallapragada, Chih-Cheng Hung:
Statistical Perspective of SOM and CSOM for Hyper-Spectral Image Classification. 48-51 - Andreas Michel, Wolfgang Groß, Fabian Schenkel, Wolfgang Middelmann:
Hyperspectral Band Selection within a Deep Reinforcement Learning Framework. 52-55 - Haoyang Yu, Xiao Zhang, Meiping Song, Jiaochan Hu, Lianru Gao:
Superpixel-Level Constraint Representation for Hyperspectral Imagery Classification. 56-59 - Xiaoxiao Tai, Guangxing Wang, Lirong Han, Xiaoyu Zhang, Peng Ren:
Self-Paced Learning with Superpixelwise Features for Hyperspectral Image Classification. 60-63 - Xuming Zhang, Aizhu Zhang, Genyun Sun, Yanjuan Yao:
Multiscale Convolution Network with Region-Based Max Voting for Hyprrsprctral Imagrs Classificatton. 64-67 - Xinyu Zhang, Yantao Wei, Huang Yao, Yicong Zhou:
Improved Local Covariance Matrix Representation for Hyperspectral Image Classification. 68-71 - Andong Ma, Anthony M. Filippi:
Hyperspectral Image Classification via Object-Oriented Segmentation-Based Sequential Feature Extraction and Recurrent Neural Network. 72-75 - Hang Fu, Genyun Sun, Jinchang Ren, Jaime Zabalza, Aizhu Zhang, Yanjuan Yao:
2D-SSA Based Multiscale Feature Fusion for Feature Extraction and Data Classification in Hyperspectral Imagery. 76-79 - Qiaobo Hao, Shutao Li, Leyuan Fang, Xudong Kang:
Multiscale Feature Extraction with Gaussian Curvature Filter for Hyperspectral Image Classification. 80-83 - Zekun Jiao, Chibiao Ding, Xiaolan Qiu, Liangjiang Zhou, Jiayi Guo, Dong Han:
Channel Imbalance Calibration Method for Airborne TomoSAR System. 84-87 - Mauro Mariotti d'Alessandro, Stefano Tebaldini:
Radiometric Issues in Biomass Tomographic Imaging. 88-91 - Theresa Moore, John Paden:
Array Manifold Calibration for Multichannel Radar ICE Sounders. 92-95 - Scott Hensley, Razi Ahmed, Bruce Chapman, Brian P. Hawkins, Marco Lavalle, Naiara Pinto, Matteo Pardini, Kostas Papathanassiou, Paul Siqueira, Robert N. Treuhaft:
Boreal Forest Radar Tomography at P, L and S-Bands at Berms and Delta Junction. 96-99 - Minkun Liu, Yan Wang, Zegang Ding, Linghao Li, Tao Zeng:
High-Resolution Sar Tomography via Segmented Dechirping. 100-103 - Yanghai Yu, Stefano Tebaldini, Mauro Mariotti d'Alessandro, Mingsheng Liao:
Processing Options for High-Resolution SAR Tomography from Irregular Trajectories. 104-107 - Alessandra Budillon, Loïc Denis, Clément Rambour, Gilda Schirinzi, Florence Tupin:
Regularized SAR Tomography Approaches. 108-111 - Gianfranco Fornaro, Antonio Pauciullo, Diego Reale, Simona Verde:
A Multi-Resolution GLRT Test for the Detection of Persistent Scatterers in SAR Tomography. 116-119 - Fabrizio Lombardini, Reza Bordbari:
Gen-Capon and Gen-Music Diff-Tomo for Non-Stationary Distributed Media: Exploration of Potential for Subcanopy Subsidence Monitoring. 120-123 - Madalina Ciuca, Andrei Anghel, Remus Cacoveanu, Björn Rommen, Silviu Ciochina:
Single-Pass Spaceborne Transmitter-Stationary Receiver Bistatic SAR Tomography - Novel Solution with 3 Imaging Channels. 124-127 - Ramakrishna R. Nemani, Weile Wang, Hirofumi Hashimoto, Andrew R. Michaelis, Thomas Vandal, Alexei I. Lyapustin, Jia Zhang, Tsengdar J. Lee, Satya Kalluri, Hideaki Takenaka, Atsushi Higuchi, Kazuhito Ichii, Shuang Li, Jong-Min Yeom:
GeoNEX: A Geostationary Earth Observatory at NASA Earth Exchange: Earth Monitoring from Operational Geostationary Satellite Systems. 128-131 - Guilhem Marsy, Flavien Vernier, Xavier Bodin, William Castaings, Emmanuel Trouvé:
Temporal Consolidation Strategy for Ground Based Image Displacement Time Series. 132-135 - Marwa Hachicha, Mahdi Louati, Abdelaziz Kallel, Jean-Philippe Gastellu-Etchegorry:
Prediction of Plant Growth Based on Statistical Measurements Using Satellite Image Time Series. 136-139 - Isabella Pfeil, Felix Reuß, Mariette Vreugdenhil, Claudio Navacchi, Wolfgang Wagner:
Classification of Wheat and Barley Fields Using Sentinel-1 Backscatter. 140-143 - Ferdaous Chaabane, Safa Réjichi, Florence Tupin:
Comparison Between Multitemporal Graph Based Classical Learning and LSTM Model Classifications for Sits Analysis. 144-147 - Xiaoyang Ma, Xiaolong Hao, Hao Chen:
Fuzzy Neural Network-Based Assessment of Road Traffic Situations Using Extracted Information Obtained from Optical High-Resolution Satellite Remote Sensing Images. 148-151 - Liuliang Chen, Weiwei Guo, Zeyu Liu, Zenghui Zhang, Wenxian Yu:
Photovoltaic Panel Construction Change Monitoring Based on LSTM Models. 152-155 - Zhuosen Wang, Miguel O. Roman, Virginia L. Kalb, Ranjay M. Shrestha, Eleanor C. Stokes, Ian Paynter:
Uncertainties in VIIRS Nighttime Light Time Series Analysis. 156-159 - Meiqin Che, Paolo Gamba:
Temporal and Spatial Change Pattern Recognition by Means of Sentinel-1 SAR Time-Series. 160-163 - Ying Zhang, Lichao Mau, Daiyin Zhu, Xiao Xiang Zhu:
Vision-Based Scattering Key-Frame Extraction for VideoSAR Summarization. 164-167 - Marcos Antônio de Almeida Rodrigues, Hugo do Nascimento Bendini, Anderson Reis Soares, Thales Sehn Körting, Leila Maria Garcia Fonseca:
Assessing Differentiation Between Pasture and Croplands Using Remote Sensing Image Time Series Metrics. 168-171 - Yu Wang, Weidong Yu, Chunle Wang, Xiuqing Liu:
Four-Component Decomposition Method of Polarimetric SAR Interferometry Using Refined Volume Scattering Models. 172-175 - Lei Pang, Fengli Zhang, Guojun Wang, Na Liu, Lu Li, Yun Shao:
Evaluation of α_s1 for Building Damage Mapping based on Touzi Decomposition. 176-179 - Fanyi Tang, Jinwei Xie, Zhiyong Suo, Han Li, Zhenfang Li:
X-Band Polinsar Vegetation Canopy Height Inversion Strategy Based on Frequency Segmentation. 180-183 - Fang Shang:
Discussion on Building Orientation Estimation Using Polarimetric Synthetic Aperture Radar Data. 184-187 - Lu Zhang, Wen Xie, Feng Zhao, Hanqiang Liu, Yiping Duan:
Deep Learning Based Classification Using Semantic Information for Polsar Image. 196-199 - Lamei Zhang, Siyu Zhang, Hongwei Dong, Da Lu:
Polsar Image Classification via Complex-Valued Multi-Scale Convolutional Neural Network. 200-203 - Chensong Tao, Si-Wei Chen, Shunping Xiao:
Comparison Study of Multitemporal PolSAR Classification Using Convolutional Neural Networks. 204-207 - Zezhong Wang, Qiming Zeng:
A Novel Model-based Polarimetric SAR Data Decomposition Approach and its Applications. 208-211 - Xudong Guan, Chong Huang, Gaohuan Liu, Qingsheng Liu:
Integrating time-series and high-spatial remote sensing data based on multilevel decision fusion. 212-215 - Huanyu Zhou, Qingjie Liu, Qizhi Xu, Yunhong Wang:
Pan-Sharpening with a CNN-Based Two Stage Ratio Enhancement Method. 216-219 - Yeonju Choi, Yongwoo Kim:
A No-Reference Super Resolution for Satellite Image Quality Enhancement for KOMPSAT-3. 220-223 - Jun Chen, Kangle Wu, Linbo Luo, Xiaoqiang Chen, Yue Gu, Xin Tian:
Multiscale Infrared and Visible Image Fusion Based on Phase Congruency and Saliency. 224-227 - Alberto Arienzo, Luciano Alparone, Bruno Aiazzi, Andrea Garzelli:
Automatic Fine Alignment of Multispectral and Panchromatic Images. 228-231 - Yitao Li, Hua Wu, Zhao-Liang Li, Sibo Duan, Li Ni:
Evaluation of Spatiotemporal Fusion Models in Land Surface Temperature Using Polar-Orbiting and Geostationary Satellite Data. 236-239 - Shi Bai, Jie Zhao:
Interpolation of Geochemical Data with Aster Images Based on AlexNet Convolution Neural Network. 244-247 - Patrick Talon, Juan Ignacio Bravo Pérez-Villar, Anneley Hadland, Nina Sofia Wyniawskyj, David Petit, Mark Wilson:
Ship Detection on Single-Band Grayscale Imagery Using Deep Learning and AIS Signal Matching Using Non-Rigid Transformations. 248-251 - Alice Froidevaux, Andréa Julier, Agustin Lifschitz, Minh-Tan Pham, Romain Dambreville, Sébastien Lefèvre, Pierre Lassalle, Thanh-Long Huynh:
Vehicle Detection and Counting from VHR Satellite Images: Efforts and Open Issues. 256-259 - Luc Courtrai, Minh-Tan Pham, Chloé Friguet, Sébastien Lefèvre:
Small Object Detection from Remote Sensing Images with the Help of Object-Focused Super-Resolution Using Wasserstein GANs. 260-263 - Fen Chen, Ruilong Ren, Wenbo Xu, Tim Van de Voorde:
Airplane Recognition from Remote Sensing Images with Deep Convolutional Neural Network. 264-267 - Sébastien Drouyer:
VehSat: a Large-Scale Dataset for Vehicle Detection in Satellite Images. 268-271 - Jie Feng, Yuping Liang, Zhanwei Ye, Xiande Wu, Dening Zeng, Xiangrong Zhang, Xu Tang:
Small Object Detection in Optical Remote Sensing Video with Motion Guided R-CNN. 272-275 - Damien Grosgeorge, Maxime Arbelot, Alex Goupilleau, Tugdual Ceillier, Renaud Allioux:
Concurrent Segmentation and Object Detection CNNs for Aircraft Detection and Identification in Satellite Images. 276-279 - Yiyou Guo, Jinsheng Ji, Xiankai Lu, Huan Xie, Xiaohua Tong:
Geospatial Object Detection with Single Shot Anchor-Free Network. 280-283 - Wenrui Du, Fan Zhang, Fei Ma, Qiang Yin, Yongsheng Zhou:
Improving SAR Target Recognition with Multi-Task Learning. 284-287 - Fuyan Ma, Bin Sun, Shutao Li, Jun Sun:
Vehicle Detection with Partial Anchors in Remote Sensing Images. 288-291 - Yang Bai, Tongyuan Zou, Shujia Ye, Zhenqiang Qin, Guoming Gao, Yanfeng Gu:
Weak Target Detection in High-Resolution Remote Sensing Images by Combining Super-Resolution and Deformable FPN. 292-295 - Yonggang Ji, Jie Zhang, Yiming Wang, Junmin Meng, Changjun Yu, Ming Li, Weifeng Sun:
Vessel Target Monitoring with Bistatic Compact HF Surface Wave Radar. 296-299 - Shreya Sharma, Eiji Kaneko, Masato Toda:
Small Object Change Detection Based on Multitask Siamese Network. 300-303 - Masato Gocho, Motofumi Arii:
Efficient GPU-based local histogram analyzer for change detection in satellite SAR images. 304-307 - Michael Schlund, Collins B. Kukunda, Sabine Baumann, Birgit Wessel, Nadine Kiefl, Felicitas von Poncet:
Potential of Forest Monitoring with Multi-Temporal TANDEM-X Height Models. 308-311 - Rongfang Wang, Fan Ding, Jiawei Chen, Bo Liu, Jie Zhang, Licheng Jiao:
SAR Image Change Detection Method via a Pyramid Pooling Convolutional Neural Network. 312-315 - Davide Pirrone, Minh-Tan Pham:
A Compound Polarimetric-Textural Approach for Unsupervised Change Detection in Multi-Temporal Full-Pol SAR Imagery. 316-319 - Koichi Ito, Haruki Imai, Takafumi Aoki, Jyunpei Uemoto:
Parameter Optimization for Detecting Seismic Ground Deformation from Airborne SAR Images. 320-323 - Thu Trang Le, Jean-Luc Froger, Nicolas N. Baghdadi, Dinh Ho Tong Minh:
Volcanic Eruption Monitoring Using Coherence Change Detection Matrix. 324-327 - Alexandre Becker Campos, Ricardo Dal Molin, Viet Thuy Vu, Mats I. Pettersson, Renato B. Machado:
Unsupervised Automatic Target Detection for Multitemporal SAR Images based on Adaptive K-means Algorithm. 328-331 - Haocheng Zhang, Jia Liu, Liang Xiao:
Bipartite Residual Network for Change Detection in Heterogeneous Optical and Radar Images. 332-335 - Shuailin Chen, Xiangli Yang, Tongyuan Zou, Dong Peng, Wen Yang, Heng-Chao Li:
Change Detection of Polarimetric SAR Images Using Minkowski Log-Ratio Distance. 336-339 - Yuhua Guo, Huifeng Shi, Luyun Tian, Jiachuan Liu:
Research on Composite Electromagnetic Scattering Computation of Sea Surface and Ship Target. 340-343 - Honglei Zheng, Jie Zhang, Ali Khenchaf, Yanmin Zhang, Yunhua Wang:
Simulation of Microwave Backscattering from Sea Surface Using an Improved Two-Scale Model. 344-347 - Gerardo Di Martino, Alessio Di Simone, Antonio Iodice, Daniele Riccio:
Polarimetric Two-Scale Model for the Evaluation of Bistatic Scattering from Anisotropic Sea Surfaces. 348-351 - Yanlei Du, Junjun Yin, Shurun Tan, Jian Yang:
Effects of Roughness Scale on Ocean Radar Scattering Using Numerical Simulations. 352-354 - Francescopaolo Sica, Sofie Bretzke, Andrea Pulella, Michele Martone, José-Luis Bueso-Bello, María José González Bonilla, Paola Rizzoli:
Modeling Temporal Decorrelation at X-Band by Combining Tandem-X and PAZ Insar Data. 355-358 - Lara Fernández, Joan Adrià Ruiz De Azua, Anna Calveras, Adriano Camps:
Evaluation of LoRa for Data Retrieval of Ocean Monitoring Sensors with LEO Satellites. 359-362 - Haokui Xu, Jiyue Zhu, Leung Tsang, Seung-Bum Kim, Son V. Nghiem:
A PHYSICAL PATCH MODEL FOR GNSS-R LAND APPLICATIONS WITH TOPOGRAPHY EFFECTS AND DDM SIMULATIONS. 363-365 - Mostafa Zaky, Kamal Sarabandi:
Electromagnetic Scattering Computation of a Snow Layer Over Rough Surface Using SSWAP-SD Technique. 366-369 - Abdulrahman Alaqeel, Adib Y. Nashashibi, Kamal Sarabandi, Hussein Nasser Shaman:
Improved Detection Techniques for New Millimeter Wave Automotive Radars. 370-372 - Hugo Hidalgo-Silva, Enrique Gómez-Treviño:
Non Convex Operators for Electromagnetic Geosounding Noise. 373-376 - Ryuei Nishii, Pan Qin, Ryosuke Kikuyama:
Solar Activity is One of Triggers of Earthquakes with Magnitudes Less Than 6. 377-380 - Xuebo Yang, Cheng Wang, Xiaohuan Xi, Guoqing Zhou:
Scattering Mechanism of Large-Footprint Full-Waveform Lidar Over Mountainous Forest Areas. 381-384 - Dinh Ho Tong Minh, Trung Chon Le, Yen-Nhi Ngo, Cam Chi Nguyen, Tham An Pham, Thuy Le Toan:
Mekong SAR Interferometry Big Data: Preliminary Results. 385-388 - Xinxin Tang, Xiaoling Zhang, Jun Shi, Shunjun Wei:
A Novel Ground Moving Target Radial Velocity Estimation Method for Dual-Beam Along-Track Interferometric Sar. 389-392 - Rui Wang, Yanan You, Wenli Zhou:
Interferometric Phase Stack Data Filter Method via Bayesian CP Factorization. 393-396 - Ziwen Zhang, Jiang Qian, Yong Wang, Xiaobo Yang:
Phase Unwrapping via Deep Learning Based Region Segmentation. 397-400 - Yang Lan, Hanwen Yu, Mengdao Xing, Jixiang Fu:
An Infinity-Norm-Based Phase Unwrapping Method with TSPA Framework for Multi-Baseline SAR Interferograms. 401-404 - Lifan Zhou, Hanwen Yu, Yang Lan:
Improved Branch-Cut Algorithm for Multibaseline Phase Unwrapping Using Sar Interferograms. 405-408 - Yuki Sunaga, Ryo Natsuaki, Akira Hirose:
Complex-Valued Convolutional Neural Networks in Interferometric Synthetic Aperture Radar and Their Teacher-Image Pollution Influence on the Performance. 425-428 - Xiaowan Li, Xingdong Liang, Fubo Zhang:
3D Reconstruction in Mountain Area for Array TomoSAR. 433-436 - Xiaojian Xu, Oussama Dhifallah, Hassan Mansour, Petros T. Boufounos, Philip V. Orlik:
Robust 3D Tomographic Imaging of the Ionospheric Electron Density. 437-440 - Raphaël Antoine, Ioana Ciotir, Stéphane Costa, Yannick Fargier, Cyrille Fauchard, Christian Gout, Carole Le Guyader, Olivier Maquaire, Sam Taoum, Antoine Tonnoir:
Coastline Erosion Study via UAV Drone Remote Sensing Using Python Modelling Electrical Resistivity Imaging (PyMERI). 441-444 - Sébastien Tripodi, Liuyun Duan, Veronique Poujade, Frederic Trastour, Jean-Philippe Bauchet, Lionel Laurore, Yuliya Tarabalka:
Operational Pipeline for Large-Scale 3D Reconstruction of Buildings From Satellite Images. 445-448 - Min Du, Yan Chen, Yunping Chen, Youchun Lu, Baihui Li, Linghai Jiang:
Persistent Scatterer Detection and 3-D Reconstruction of Transmission Tower in Mountain Area Based on SAR Tomography. 449-452 - David Youssefi, Julien Michel, Emmanuelle Sarrazin, Fabrice Buffe, Myriam Cournet, Jean-Marc Delvit, Céline L'Helguen, Olivier Melet, Aurélie Emilien, Julien Bosman:
CARS: A Photogrammetry Pipeline Using Dask Graphs to Construct A Global 3D Model. 453-456 - Endrit Shehaj, Alain Geiger, Gregor Moeller:
Total Refractivity Fields from GNSS Tropospheric Delays Reconstructed with Collocation Methods. 457-460 - Yongjun Zhang, Sizhe Xiang, Yi Wan, Hui Cao, Yimin Luo, Zhi Zheng:
DEM Extraction from Airborne Lidar Point Cloud in Thick-Forested Areas via Convolutional Neural Network. 461-464 - Fei Zhang, Amirhossein Hassanzadeh, Julie Kikkert, Sarah J. Pethybridge, Jan van Aardt:
Toward a Structural Description of Row Crops Using UAS-Based LiDAR Point Clouds. 465-468 - Fanyun Xu, Rufei Wang, Lu Zhao, Yongchao Zhang, Yin Zhang, Yulin Huang, Jianyu Yang:
UAV Intelligent Optimal Path Planning Method for Distributed Radar Short-Time Aperture Synthesis. 469-472 - Benjamin M. Wallen, William C. Wright, Christopher E. Oxendine:
Investigation of Diurnal Fluctuations of Heat and Water Distributions Around Landmines Impacted by Soil Heterogeneity. 473-476 - Hongju Cao, Xiao-Di Shang, Chunyan Yu, Meiping Song, Chein-I Chang:
Hyperspectral Classification Using Low Rank and Sparsity Matrices Decomposition. 477-480 - Marcin Krupinski, Anna Wawrzaszek, Wojciech Drzewiecki, Malgorzata Jenerowicz, Sebastian Aleksandrowicz:
Multifractal Parameters for Classification of Hyperspectral Data. 481-484 - Yinghui Quan, Shuxian Dong, Wei Feng, Gabriel Dauphin, Guoping Zhao, Yong Wang, Mengdao Xing:
Spectral-Spatial Feature Extraction based CNN for Hyperspectral Image Classification. 485-488 - Wei Feng, Yinghui Quan, Gabriel Dauphin, Puxia Wu, Bowen Bie, Yingping Tong, Xiaoguang Yuan, Jing Li, Mengdao Xing:
Feature Separation Based Rotation Forest for Hyperspectral Image Classification. 489-492 - Meilun Zhou, Sathishkumar Samiappan, Ethan Worch, John E. Ball:
Hyperspectral Image Classification Using Fisher's Linear Discriminant Analysis Feature Reduction with Gabor Filtering and CNN. 493-496 - Yu Li, Lei Zhang, Wei Wei, Yanning Zhang:
Deep Self-Supervised Learning for Few-Shot Hyperspectral Image Classification. 501-504 - Chaochao Zhang, Xiaobo Liu, Guangjun Wang, Zhihua Cai:
Particle Swarm Optimization Based Deep Learning Architecture Search for Hyperspectral Image Classification. 509-512 - Qingyu Yan, Junping Zhang, Jia Feng:
Spectral-Spatial Classification of Hyperspectral Image Using PCA and Gabor Filtering. 513-516 - Weishi Deng, Zebin Wu, Haoyang Ma, Qicong Wang, Jin Sun, Yang Xu, Jiandong Yang, Zhihui Wei, Hongyi Liu:
Multi-GPU Parallel Implementation of Spatial-Spectral Kernel Sparse Representation for Hyperspectral Image Classification. 517-520 - Yingyu Diao, Jingzhou Chen, Yuntao Qian:
Multi-Label Remote Sensing Image Classification with Deformable Convolutions and Graph Neural Networks. 521-524 - Yuansheng Hua, Sylvain Lobry, Lichao Mou, Devis Tuia, Xiao Xiang Zhu:
Learning Multi-Label Aerial Image Classification Under Label Noise: A Regularization Approach Using Word Embeddings. 525-528 - Wallace Casaca, Daniel P. Ederli, Erivaldo Antonio da Silva, Fernando P. Baixo, Thamires G. Godoy, Marilaine Colnago:
Comparing the Performance of Mathematical Morphology and Bhattacharyya Distance for Airport Extraction. 529-532 - Lingling Li, Tian Tian, Hang Li, Lizhe Wang:
SE-HRNet: A Deep High-Resolution Network with Attention for Remote Sensing Scene Classification. 533-536 - Jingjing Ma, Qiushuo Ma, Xu Tang, Xiangrong Zhang, Cheng Zhu, Qunnie Peng, Licheng Jiao:
Remote Sensing Scene Classification Based on Global and Local Consistent Network. 537-540 - Chen Wang, Jun Shi, Yikai Ni, Yuanyuan Zhou, Xiaqing Yang, Shunjun Wei, Xiaoling Zhang:
Semi-Supervised Learning-Based Remote Sensing Image Scene Classification Via Adaptive Perturbation Training. 541-544 - Shun Tong, Kunlun Qi, Qingfeng Guan, Qiqi Zhu, Chao Yang, Jie Zheng:
Remote Sensing Scene Classification Using Spatial Transformer Fusion Network. 549-552 - Tianjing Feng, Hairong Ma, Xinwen Cheng:
Greenhouse Extraction from High-Resolution Remote Sensing Imagery with Improved Random Forest. 553-556 - Joana Cardoso-Fernandes, Ana Cláudia Teodoro, Alexandre Lima, Encarnación Roda-Robles:
Lithium (LI) Pegmatite Mapping using Artificial Neural Networks (ANNS): Preliminary Results. 557-560 - Adrian S. Barb, Namrata Chaudhary:
Study of Academic Writing Evolution in Geospatial Domain Using Natural Language Processing Techniques. 565-568 - Diego Brum, Marianne Müller, Maurício Roberto Veronez, Eniuce Menezes De Souza, Luiz Gonzaga da Silveira Jr., Claudio J. A. Nhanga, Guilherme T. Conrado, Natália Procksch, Julia Dias, Fabio Viegas, Guilherme Cauduro, Vanessa S. Silva, Gefersom C. Lima, Izidoro Amaral, Caroline M. Carvalho, Larissa Oliveira Gonçalves:
Proposal of a Method for Wildlife-Vehicle Collisions Risk Assessment Based on Geographic Information Systems and Deep Learning. 569-572 - Qiqi Zhu, Xin Fan, Yanfei Zhong, Qingfeng Guan, Liangpei Zhang, Deren Li:
Super Resolution Generative Adversarial Network Based Image Augmentation for Scene Classification of Remote Sensing Images. 573-576 - Abhishek V. Potnis, Rajat C. Shinde, Surya S. Durbha:
Towards Natural Language Question Answering Over Earth Observation Linked Data Using Attention-Based Neural Machine Translation. 577-580 - Zhoubo Gu, Yan Chen, Yunping Chen, Youchun Lu:
SAR Image Enhancement Based on P-M Nolinear Diffusion and Coherent Enhancement Diffusion. 581-584 - Shuheng Zhao, Qiangqiang Yuan, Jie Li, Huanfeng Shen, Liangpei Zhang:
Lunar Hyperspectral Image Destriping Method Using Low-Rank Matrix Recovery and Guided Profile. 585-588 - Nikhil Makkar, Hsiuhan Lexie Yang:
Entropy and Boundary Based Adversarial Learning for Large Scale Unsupervised Domain Adaptation. 589-592 - Xuyang Gao, Yibing Shi, Zhenqiu Yao, Qi Zhu, Zhipeng Li, Wei Zhang:
Deep Reconstruction-Arrival Picking Networks: Transfer Learning from Seismic P-Wave to Ultrasonic Logging Imaging. 593-596 - George Percivall, Ingo Simonis:
Exploitation of Earth Observations: OGC Contributions to GRSS Earth Science Informatics. 601-604 - Andrea Bordone Molini, Diego Valsesia, Giulia Fracastoro, Enrico Magli:
Deepsum++: Non-Local Deep Neural Network for Super-Resolution of Unregistered Multitemporal Images. 609-612 - Han V. Nguyen, Magnus O. Ulfarsson, Johannes R. Sveinsson, Jakob Sigurdsson:
Zero-Shot Sentinel-2 Sharpening Using a Symmetric Skipped Connection Convolutional Neural Network. 613-616 - Run Zhang, Gabriele Cavallaro, Jenia Jitsev:
Super-Resolution of Large Volumes of Sentinel-2 Images with High Performance Distributed Deep Learning. 617-620 - Xin Tao:
Improving Satellite Estimates of the Fraction of Absorbed Photosynthetically Active Radiation Through Integration. 621-624 - Hongyuan Tao:
Super-Resolution of Remote Sensing Images based on a Deep Plug-and-Play Framework. 625-628 - Feng Zhang, Kai Zhang:
Multispectral and Panchromatic Image Fusion Via Convolution Sparse Coding with Joint Sparsity. 629-632 - Anjing Guo, Renwei Dian, Shutao Li:
Unsupervised Blur Kernel Learning for Pansharpening. 633-636 - Jia Chen, Ruyi Feng, Lizhe Wang, Wei Han, Jing Huang:
Multi-Level Strategy-Based Spatial Information Prediction for Spatiotemporal Remote Sensing Imagery Fusion. 637-640 - Michal Kawulok, Pawel Benecki, Jakub Nalepa, Daniel Kostrzewa:
Evaluating Super-Resolution of Satellite Images: A Proba-V Case Study. 641-644 - Sergio Vitale, Giuseppe Scarpa:
A Cross-Scale Loss for CNN-Based Pansharpening. 645-648 - Yi Yang, Haiyan Gu, Yanshun Han, Haitao Li:
An End-to-End Deep Learning Change Detection Framework for Remote Sensing Images. 652-655 - Marius Vögtli, Simon Schreiner, Jonas E. Böhler, Wolfgang Groß, Jannick Kuester, Jonas Mispelhorn, Andreas Hueni, Wolfgang Middelmann, Mathias Kneubühler:
A Multi-Scale and Multi-Temporal Hyperspectral Target Detection Experiment - From Design to First Results. 660-663 - Sol Cummings, Sho Nakamura, Yasunobu Shimazaki:
Building Change Detection Using Modified Siamese Neural Networks. 672-675 - Federico Figari Tomenotti, Luigi Tommaso Luppino, Mads A. Hansen, Gabriele Moser, Stian Normann Anfinsen:
Heterogeneous Change Detection with Self-Supervised Deep Canonically Correlated Autoencoders. 680-683 - Min-Jeong Jo, Batuhan Osmanoglu:
Generating Flood Probability Map Based on Combined Use of Synthetic Aperture Radar and Optical Imagery. 684-687 - Sudipan Saha, Lichao Mou, Chunping Qiu, Xiao Xiang Zhu, Francesca Bovolo, Lorenzo Bruzzone:
A Novel Approach to Unsupervised Segmentation of Multitemporal VHR Images based on Deep Learning. 688-691 - Mengliang Zhang, Yuerong Chen, Song Li, Xin Tian:
Sparse Representation-Based Image Fusion for Multi-Source NDVI Change Detection. 692-695 - Carina R. de Macedo, José C. B. da Silva:
Further Insights on the Effects of Surfactants on Internal Wave SAR Signatures by Means of the Co-Polarized Phase Difference. 696-699 - Adugna G. Mullissa, Diego Marcos, Martin Herold, Johannes Reiche:
Dual Polarimetric SAR Covariance Matrix Estimation Using Deep Learning. 700-703 - Zhiyong Suo, Yuan Guo, Zhiqiang Liao:
Analysis of Polarization Orientation Angle Estimation of X-Band Polsar Data and Experiment Investigation. 704-707 - Haixia Bi, Raúl Santos-Rodríguez, Peter A. Flach:
Polsar Image Classification via Robust Low-Rank Feature Extraction and Markov Random Field. 708-711 - Peng Li, Dacheng Liu, Robert Wang, Yunkai Deng, Fengjun Zhao:
Comparison of Target Detection Results in a Forest Whether the Branches are Covered with Snow Based on P-Band Airborne SAR Quad-Pol Images. 712-715 - Jun Ni, Yunzhe Jia, Qiang Yin, Yongsheng Zhou, Fan Zhang:
Metric Learning Based Fine-Grained Classification for PolSAR Imagery. 716-719 - Nidhi Verma, Pooja Mishra, Neetesh Purohit:
Synergic Use of SAR And Optical Data for Estimation of Soil Moisture in Vegetative Region. 720-723 - Simon Kraatz, Paul Siqueira, Shannon Rose:
ISCE Docker Tools: Automated Radiometric Terrain Correction and Image Coregistration of Uavsar MLC Data. 727-729 - Urvi Shroff, Bindi Dave, Shiv Mohan:
Synergetic Use of Morphological and Radar Parameter for Lunar Water Ice Detection. 730-733 - Chun Liu, Jiangbin Zheng, Xuan Nie:
Port Detection in Polarimetric SAR Images Based on Three-Component Decomposition. 734-737 - Katalin Blix, Martine Mostervik Espeseth, Torbjørn Eltoft:
Comparison of Machine Learning Methods for Predicting Quad-Polarimetric Parameters from Dual-Polarimetric Sar Data. 738-741 - Lei Tao, Xue Jiang, Zhou Li, Xingzhao Liu:
Fusion of Linear and Nonlinear Classifiers for Kernel Dictionary Learning: Application to Sar Target Recognition. 742-745 - Markus Schartel, Alexander Grathwohl, Christopher Schmid, Ralf Burr, Christian Waldschmidt:
Tripwire Detection in SAR Images Using a Modified Radon Transform. 746-749 - Kyle Gray, Thomas Mitchell, Wade Schwartzkopf:
Case Studies with Sar Data for Assessing the Utility of Manual Feature Selection in Machine Learning. 750-753 - Yingbing Liu, Fan Zhang, Fei Ma, Qiang Yin, Yongsheng Zhou:
Incremental Multitask SAR Target Recognition with Dominant Neuron Preservation. 754-757 - Shan Wang, Qiaoyue Sun, Sijia Ma, Libao Zhang:
Saliency-Driven Target Detection Based on Common Visual Feature Clustering for Multiple Sar Images. 758-761 - Si-Wei Chen, Xing-Chao Cui, Xuesong Wang, Shunping Xiao:
An Integrated SAR Speckle Reduction and Target Detection Approach. 762-765 - Jianghaomiao He, Shota Terashima, Hideyuki Yamada, Shouhei Kidera:
Human Body Recognition Method Using Diffraction Signal in NLOS Scenario for Millimeter Wave Radar. 766-769 - Xing Wang, Rui Min, Zongyong Cui, Zongjie Cao:
Micro Gesture Recognition with Terahertz Radar Based on Diagonal Profile of Range-Doppler Map. 770-773 - Tao Li, Dongliang Peng, Baofeng Guo, Zhikun Chen, Feng Fang:
Ship Detection Based on Superpixelwise Local Contrast Measurement for PolSAR Images. 774-777 - Yukun Zhang, Xiansheng Guo, Haohao Ren, Qun Wan, Xiaofeng Shen:
Multi-View Fusion Based on Expectation Maximization for SAR Target Recognition. 778-781 - Fei Teng, Yun Lin, Yanping Wang, Wenjie Shen, Shanshan Feng, Wen Hong:
Multi-Angular SAR Statistical Properties Analysis and Man-Made Target Detection. 782-785 - Floris M. G. Heuff, Ramon F. Hanssen:
Insar Phase Reduction Using the Remove-Compute-Restore Method. 786-789 - Yuta Izumi, Giovanni Nico, Motoyuki Sato:
A Time-Series Clustering Approach for Atmospheric Propagation Delay Compensation in Ground-Based Radar Interferometry. 790-793 - Massimiliano Pieraccini, Lapo Miccinesi:
A Polarimetric Approach for Multipath Suppression/ Mitigation in Ground-Based Interferometric Radar Imaging. 794-797 - Francesco Falabella, Carmine Serio, Giovanni Zeni, Antonio Pepe:
A Generalized-SVD-Based Technique for Enhancing Performance of Multi-Temporal Dinsar Analyses: The Weighted Adaptive Variable-Length (Wave) Technique. 798-801 - Alessandro Parizzi:
Potential of an Automatic Grounding Zone Characterization Using Wrapped InSAR Phase. 802-805 - Marco Polcari, Letizia Anderlini, Matteo Albano, Giuseppe Pezzo, Valeria Secreti, Enrico Serpelloni, Salvatore Stramondo, Elisa Trasatti:
Subsidence Monitoring Along Ravenna Coastal Area (Northern Italy) by Insar and GPS Data. 810-813 - Fumitaka Ogushi, Masashi Matsuoka, Marco Defilippi, Paolo Pasquali:
MONITORING COMPLEX SURFACE STRUCTURE BY SEVERAL INTERFEROMETRIC STACKING TEQUNIQUES WITH PALSAR-1 DATA. 814-817 - Antonio Pepe:
The Correction of Phase Unwrapping Errors in Sequences of Multi-Temporal Differential SAR Interferograms. 818-821 - Bailey Miller, Gordon Ariho, John Paden, Emily J. Arnold:
Multipass SAR Processing for Radar Depth Sounder Clutter Suppression, Tomographic Processing, and Displacement Measurements. 822-825 - Cheng-Yen Chiang, Shun-Ichi Takaoka, Hirokazu Kobayashi, Chih-Yuan Chu, Tsung-Hau Chen, Ying-Yu Chen, Yang-Lang Chang:
The Study of Platform Fluctuation Effect for High Squint FMCW SAR and ISAR. 826-829 - Wei Feng, Yinghui Quan, Gabriel Dauphin, Xian Zhong, Qiang Li, Mengdao Xing, Wenjiang Huang:
Two-Step Ensemble Based Class Noise Cleaning Method for Hyperspectral Image Classification. 830-833 - Peng Fu, Quansen Sun, Zexuan Ji, Leilei Geng:
A Superpixel-Based Framework for Noisy Hyperspectral Image Classification. 834-837 - Xu Tang, Fanbo Meng, Jingjing Ma, Xiangrong Zhang, Fang Liu, Qunnie Peng, Licheng Jiao:
Hyperspectral Image Classification Based on Multiscale Spatial and Spectral Feature Network. 838-841 - Qipeng Qian, Xiaotian Fan, Minchao Ye:
Improving Hyperspectral Image Classification using Graph Wavelets. 842-845 - Qing Tian, Juan Zhao, Xia Bai:
Joint Group Sparse Collaborative Representation for Hyperspectral Image Classification. 846-849 - Ning Wen, Qichao Liu, Liang Xiao:
PERONA-MALIK DIFFUSION DRIVEN CNN FOR SUPERVISED CLASSIFICATION OF HYPERSPECTRAL IMAGES. 850-853 - Jian Yu, Qichao Liu, Liang Xiao, Zhihui Wei:
A Directional Message Propagation Convolutional Neural Network for Hyperspectral Images Classification. 854-857 - Wen-Shuai Hu, Heng-Chao Li, Tian-Yu Ma, Qian Du, Antonio Plaza, William J. Emery:
Hyperspectral Image Classification Based on Tensor-Train Convolutional Long Short-Term Memory. 858-861 - Hongbo Liang, Wenxing Bao, Bingbing Lei, Jian Zhang, Kewen Qu:
Adaptive Neighborhood Strategy Based Generative Adversarial Network for Hyperspectral Image Classification. 862-865 - Jakub Nalepa, Lukasz Tulczyjew, Michal Myller, Michal Kawulok:
Hyperspectral Image Classification Using Spectral-Spatial Convolutional Neural Networks. 866-869 - Jakub Nalepa, Marek Stanek:
Segmenting Hyperspectral Images Using Spectral Convolutional Neural Networks in the Presence of Noise. 870-873 - Narumasa Tsutsumida, Takahiro Yoshida, Daisuke Murakami, Tomoki Nakaya:
A Geographically Weighted Total Composite Error Analysis for Soft Classification. 874-876 - Jiping Cao, Yumin Chen, Huangyuan Tan, Jiaxin Yang, Fenglan Luo:
Estimating Multiple-Scale GDP Distribution Using Nighttime Light and Spatial Methods. 877-880 - Kannan Nagajothi, H. M. Rajashekara, B. S. Daya Sagar:
Quantitative Analysis of Watersheds Partitioned from Cartosat Dem of Lower Indus Sub-Basin Via Multifractal Spectra. 881-884 - Xiaojing Yao, Yujiao Zhu, Dacheng Wang:
Evaluation of the Environmental Quality of Human Settlements in Fuzhou Based on Multi-Source Data. 885-888 - Feifei Tang, Zhimin Ruan, Maolin Chen, Jingxiang Hu, Tianjun Tang:
Research on 3D Real Scene Planning Method for Mine Reforestation. 889-892 - Utkarsh Kulshrestha, Surya S. Durbha:
Edge Analytics and Complex Event Processing for Real Time Air Pollution Monitoring and Control. 893-896 - Lorenzo Lastilla, Roberta Ravanelli, Mattia Crespi:
First Test of Agisoft Metashape Satellite Image Processing for DSM Generation: A Case Study in Trento with Pléiades Imagery. 897-900 - Michael L. Rilee, Kwo-Sen Kuo, James Frew, Niklas Griessbaum, James Gallagher:
Stare Towards Integrative Analysis with Minimized Data Wrangling Hassle. 901-904 - Yuhan Wen, Zegang Ding, Fan Feng, Yan Wang, Pei Xu, Xinliang Chen, Tao Zeng:
SAR Parametric Imaging for Circular-Plate Target. 905-908 - Weili Zhang, Junfeng Wang, Xingzhao Liu:
Adaptive Sidelobe Suppression of SAR Images with Arbitrary Doppler Centroids and Bandwidths. 909-912 - Gang Zhang, Feng Chen, Guofei Li, Yi Liang:
Improved Omega-K Algorithm for Highly Squinted Topsar with Curved Trajectory. 916-919 - Shu Wang, Yunlong Zhu, Dongkai Yang, Shiyu Wu:
GNSS-R Multi-Period SAR Imaging Experimental Study. 920-923 - Qianrong Lu, Ke Du, Xiangzhen Yu, Panhu Li:
A Precise One-Step Motion Compensation for Synthetic Aperture Radar. 924-927 - Yuqi Wang, Guangcai Sun, Mengdao Xing, Jixiang Xiang, Zijing Zhang, Liang Guo:
Long Synthetic Aperture Passive Localization Using Azimuth Chirp-Rate Contour Map. 928-931 - Xu Liu, Licheng Jiao, Fang Liu, Xin Hou, Dan Zhang:
Feature Correlation Analysis of Two-Branch Convolutional Networks for Multi-Source Image Classification. 936-939 - Cunshi Ma, Yunping Chen, Lei Hou, Baihui Li, Yan Chen, Yuan Sun, Xingfa Gu:
Deep Learning for Vegetation Image Segmentation in LAI Measurement. 940-943 - Varun Nair, Paul Rhee, Jichen Yang, Bohao Huang, Kyle Bradbury, Jordan M. Malof:
Designing Synthetic Overhead Imagery to Match a Target Geographic Region: Preliminary Results Training Deep Learning Models. 948-951 - Lichao Mou, Yuansheng Hua, Pu Jin, Xiao Xiang Zhu:
Event and Activity Recognition in Aerial Videos Using Deep Neural Networks and a New Dataset. 952-955 - Fukun Bi, Jiayi Sun, Mingyang Lei, Yanping Wang, Xiaodi Sun:
Remote Sensing Target Tracking for UAV Aerial Videos Based on Multi-Frequency Feature Enhancement. 956-959 - Yani Duan, Zhu Teng, Baopeng Zhang, Jianping Fan:
An End-to-End Scalable Object Detection Network for Remote Sensing Images. 960-963 - Bohao Ran, Yanan You, Zezhong Li, Fang Liu:
Arbitrary-Oriented Ship Detection Method Based on Improved Regression Model for Target Direction Detection Network. 964-967 - Jae Young Chang, Han Oh, Seung-Jae Lee, Kwang Jae Lee:
Ship Detection for KOMPSAT-3A Optical Images Using Binary Features and Adaboost Classification. 968-971 - Tian Tian, Peng Gao, Zhihong Pan, Hang Li, Lizhe Wang:
Inshore Ship Detection Based on Multi-Information Fusion Network and Instance Segmentation. 972-975 - Aditi Kuchi, Md. Tamjidul Hoque, Mahdi Abdelguerfi, Maik C. Flanagin:
Levee-Crack Detection from Satellite or Drone Imagery Using Machine Learning Approaches. 976-979 - Chengze Wang, Zhiyu Jiang, Yuan Yuan:
Instance-Aware Remote Sensing Image Captioning with Cross-Hierarchy Attention. 980-983 - Ting Pan, Jian Ding, Jinwang Wang, Wen Yang, Gui-Song Xia:
Instance Segmentation with Oriented Proposals for Aerial Images. 988-991 - Chiara Zarro, Silvia Liberata Ullo, Giuseppe Meoli, Mariano Focareta:
Semi-Automatic Classification of Building From Low-Density Lidar Data and Worldview-2 Images Through OBIA Technique. 992-995 - Molly Zebker, Jingyi Chen, Marc Andre Hesse:
Mapping the Rate of Carbon Mineralization in Oman Ophiolites Using Sentinel-1 InSAR Time Series. 1000-1002 - Chayma Chaabani, Meriem Barbouchi, Riadh Abdelfattah:
Post-Flood Surface Deformation Analysis Using P-Sbas-Dinsar Sentinel-1 Processing in the North of Tunisia. 1003-1006 - Yanan Jiang, Qiang Xu, Zhong Lu:
Landslide Displacement Monitoring by Time Series InSAR Combining PS and DS Targets. 1011-1014 - Zhiguo Meng, Chuanzeng Shu, Qiong Wu, Yongzhi Wang, Ying Yang, Zhe Fu:
Surface Deformation of High-Speed Railway Between Changchun and Harbin Based on Time-Series Insar Techinque. 1023-1026 - Antonio M. Ruiz-Armenteros, J. Manuel Delgado, Matus Bakon, Francisco Lamas-Fernández, Antonio José Gil, Miguel Marchamalo Sacristán, Vanesa Sánchez-Ballesteros, Juraj Papco, Beatriz González-Rodrigo, Milan Lazecký, Daniele Perissin, Joaquim João Sousa:
Multi-Temporal InSAR Monitoring of the Beninar Dam (SE Spain). 1026-1029 - Karissa Pepin, Howard A. Zebker, William Ellsworth:
High-Pass Filters to Reduce the Effects of Broad Atmospheric Contributions in Sbas Inversions: A Case Study in the Delaware Basin. 1030-1033 - Loubna Hamdi, Nabil Defaflia, Chemssedine Fehdi, Abdelaziz Merghadi:
InSAR Investigation on DRAA-Douamis Sinkholes in Cheria Northeastern of Algeria. 1034-1037 - Long Tian, Qian Du, Ivica Kopriva:
L0-Motivated Low Rank Sparse Subspace Clustering for Hyperspectral Imagery. 1038-1041 - James M. Murphy:
Patch-Based Diffusion Learning for Hyperspectral Image Clustering. 1042-1045 - Siyu Liu, Nan Huang, Liang Xiao:
Locally Constrained Collaborative Representation Based Fisher's LDA for Clustering of Hyperspectral Images. 1046-1049 - Nataliia Kussul, Andrii Shelestov, Hanna Yailymova, Bohdan Yailymov, Mykola Lavreniuk, Matviy Ilyashenko:
Satellite Agricultural Monitoring in Ukraine at Country Level: World Bank Project. 1050-1053 - Mario Parente, Tejas Panambur:
Classification of Martian Terrains via Deep Clustering of Mastcam Images. 1054-1057 - Rocco Sedona, Gabriele Cavallaro, Jenia Jitsev, Alexandre Strube, Morris Riedel, Matthias Book:
Scaling Up a Multispectral Resnet-50 to 128 GPUs. 1058-1061 - Qingwang Wang, Xiangrong Zhang, Yanfeng Gu:
Spatial-Spectral Smooth Graph Convolutional Network for Multispectral Point Cloud Classification. 1062-1065 - Jaya Sreevalsan-Nair, Pragyan Mohapatra:
Influence of Aleatoric Uncertainty on Semantic Classification of Airborne Lidar Point Clouds: A Case Study with Random Forest Classifier Using Multiscale Features. 1066-1069 - Gustav Tapper, Carl Sundelius, Leif Haglund:
Global Semantic Land Use/Land Cover Based on High Resolution Satellite Imagery Using Ensemble Networks. 1070-1073 - Benjamin Lucas, Charlotte Pelletier, Daniel F. Schmidt, Geoffrey I. Webb, François Petitjean:
Unsupervised Domain Adaptation Techniques for Classification of Satellite Image Time Series. 1074-1077 - Hugo N. Bendini, Leila M. G. Fonseca, Anderson Reis Soares, Philippe Rufin, Marcel Schwieder, Marcos A. Rodrigues, Raian Vargas Maretto, Thales Sehn Körting, Pedro J. Leitão, Ieda Del'Arco Sanches, Patrick Hostert:
Applying A Phenological Object-Based Image Analysis (Phenobia) for Agricultural Land Classification: A Study Case in the Brazilian Cerrado. 1078-1081 - Fenjuan Wang, Shamil Maksyutov, Rajesh Janardanan, Aki Tsuruta, Akihiko Ito, Isamu Morino, Yukio Yoshida, Johannes W. Kaiser, Greet Janssens-Maenhout, Edward J. Dlugokencky, Ivan Mammarella, Jost V. Lavric, Tsuneo Matsunaga:
Inversion Estimates of Methane Emission in the Middle East in 2010-2017 with GOSAT Observations. 1082-1085 - Cecilia Rodriguez-Gomez, Gabor Kereszturi, Robert Reeves, Stuart Mead, Rajasheker Reddy Pullanagari, Andrew Rae, Paramsothy Jeyakumar:
Mapping Antimony Concentration over Geothermal Areas Using Hyperspectral and Thermal Remote Sensing. 1086-1089 - Zhao Chen, Xingxing Yu, Feng Zhou, Bin Yang:
A Regularized Tensor Network for Cyclone Wind Speed Estimation. 1090-1093 - Sébastien Drouyer:
Parking Occupancy Estimation on Planetscope Satellite Images. 1098-1101 - Kamal Das, Subhojit Mandal, Mainak Thakur:
High Resolution Spatial Mapping of Soil Nutrients Using K - Nearest Neighbor Based CNN Approach. 1102-1105 - Yunteng Zhang, Zhiqiang Xiao:
Estimating Leaf Area Index at 250M Spatial Resolution from Modis Data Using General Regression Neural Networks. 1106-1109 - Hunter Blanton, Sean Grate, Nathan Jacobs:
Surface Modeling for Airborne Lidar. 1110-1113 - Shahriar Rahman, Hsing-Chung Chang, Kerrie Tomkins, Warwick Hehir:
Bushfire Severity Mapping Using Sentinel-1 and -2 Imagery. 1114-1116 - Matthew Maimaitiyiming, Maitiniyazi Maimaitijiang, Paheding Sidike, Vasit Sagan, Zoë Migicovsky, Daniel H. Chitwood, Peter Cousins, Nick Dokoozlian, Allison J. Miller, Misha T. Kwasniewski:
Modeling Early Indicators of Grapevine Physiology Using Hyperspectral Imaging and Partial Least Squares Regression (PLSR). 1117-1120 - Armin Hadzic, Gordon A. Christie, Jeffrey Freeman, Amber Dismer, Stevan Bullard, Ashley Greiner, Nathan Jacobs, Ryan Mukherjee:
Estimating Displaced Populations from Overhead. 1121-1124 - Kun Li, Jie Wang, Longyong Chen, Wenjian Ni, Zheng Lv, Lei Liu, Mingming Xu, Jianbo Du, Zhibin Wang, Jie Liu, Qingjun Zhang:
A Novel Azimuth Discrete Periodic Phase Coding Method for MIMO SAR. 1125-1128 - Muchen Dai, Xiangguang Leng, Boli Xiong, Kefeng Ji:
An Efficient Water Segmentation Method for SAR Images. 1129-1132 - Xiaobo Yang, Yijun He:
Current Direction Retrieval on the Gulf Stream Surface Layer. 1133-1136 - Xia Bai, Yi Feng, Juan Zhao:
A Novel ISAR Imaging Algorithm for Nonuniformly Rotating Target. 1137-1140 - Zi-Xuan Zhou, Yunkai Deng, Wei Wang, Robert Wang, Hang Zou, Da Liang:
Challenges and Opportunities for Staggered SAR with Low Oversampling Factors. 1141-1144 - Tinghao Zhang, Yachao Li, Tao Zhang, Tong Gu:
Expediting phase gradient autofocus algorithm for SAR imaging. 1145-1148 - Shuang Wang, Huaping Xu, Jiawei Zhang:
A SAR imaging method based on $L_{p}$ and TV composite norm regularization. 1149-1152 - Furong Liao, Yan Chen, Yunping Chen, Youchun Lu:
SAR Image Registration Based on Optimized Ransac Algorithm with Mixed Feature Extraction. 1153-1156 - Ryo Natsuaki, Pau Prats-Iraola:
Suppression of Additional Azimuth Ambiguities Under Multi-Channel and Multi-Waveform SAR. 1157-1160 - Anqi Gao, Jingwen Li, Bing Sun, Yukun Guo:
ISAR Imaging of Space Station based on Ephemeris Data Error Compensation. 1161-1164 - Christoph Gisinger, Michael Eineder, Ramon Brcic, Ulrich Balss, Thomas Gruber, Xanthi Oikonomidou, M. Heinze:
First Experiences with Active C-Band Radar Reflectors and Sentinel-1. 1165-1168 - Ying Liu, Ze Yu, Wenjiao Chen, Jindong Yu, Jiwen Geng:
The Effects of Noise, Sparsity and Phase on Pseudo-Random Time-Space Modulation SAR Performance. 1169-1172 - Peng Gao, Jinwen Tian, Yuan Tai, Tianming Zhao, Qian Gao:
Vehicle Detection with Bottom Enhanced RetinaNet in Aerial Images. 1173-1176 - Meng Wang, Xin Luo, Xiao Wang, Xiaoyue Tian:
Research on Vehicle Detection Based on Faster R-CNN for UAV Images. 1177-1180 - George Melillos, Diofantos G. Hadjimitsis:
Detection Underground Structures in Cyprus Using Landsat-8 Bands. 1181-1184 - Lijuan Zheng, Ping Ai, Yu Wu:
Building Recognition of UAV Remote Sensing Images by Deep Learning. 1185-1188 - Haolin Wu, Gaozhong Nie, Xiwei Fan:
Classification of Building Structure Types Using UAV Optical Images. 1193-1196 - Jiale Chen, Qiqi Zhu, Yanfei Zhong, Qingfeng Guan, Liangpei Zhang, Deren Li:
Urban Scenes Change Detection Based on Multi-Scale Irregular Bag of Visual Features for High Spatial Resolution Imagery. 1197-1200 - Tianyou Chu, Yumin Chen, Liheng Huang, Huangyuan Tan, Jiping Cao, Zhiqiang Xu:
Street View Image Retrieval with Average Pooling Features. 1205-1208 - Mandar K. Bivalkar, Dharmendra Singh:
An Approach for Fault Detection in Metallic Structures Using Millimeter Wave Imaging. 1209-1212 - Wanning Zhu, Qijian Zhang, Libao Zhang:
Airport Detection Based on Saliency Analysis and Geometric Feature Detection for Remote Sensing Images. 1213-1216 - Guneet Mutreja, Sandeep Kumar, Divyansh Jha, Abhra Singh, Rohit Singh:
Identifying Settlements Using SVM and U-Net. 1217-1220 - Tianwen Zhang, Xiaoling Zhang, Jun Shi, Shunjun Wei:
Shipdenet-18: An Only 1 Mb With Only 18 Convolution Layers Light-Weight Deep Learning Network For Sar Ship Detection. 1221-1224 - Zesheng Hou, Zongyong Cui, Zongjie Cao, Nengyuan Liu:
An Integrated Method of Ship Detection and Recognition in Sar Images based on Deep Learning. 1225-1228 - Yi Xu, Bing Sun, Chunsheng Li, Jie Chen:
Ship Detection in Radar Image Series Based on the Long Short-Term Memory Network. 1229-1232 - Björn Tings, Stefan Wiehle, Sven Jacobsen:
Ship Wake Component Detectability on Synthetic Aperture Radar (SAR). 1233-1235 - Zhenhang Huang, Shihao Sun, Ruirui Li:
Fast Single-Shot Ship Instance Segmentation Based on Polar Template Mask in Remote Sensing Images. 1236-1239 - Xiaoya Wang, Zongyong Cui, Zongjie Cao, Sihang Dang:
Dense Docked Ship Detection via Spatial Group-Wise Enhance Attention in SAR Images. 1244-1247 - Xiangguang Leng, Kefeng Ji, Boli Xiong, Gangyao Kuang:
Ship Target Signature Indication based on Complex Signal Kurtosis in SAR Images. 1248-1250 - Tao Zhang, Zhen Yang, Cheng Xing, Liang Zeng, Junjun Yin, Jian Yang:
Ship Detection from Polsar Imagery Based on the Scattering Difference Parameter. 1255-1258 - Elena Grosso, Raffaella Guida:
A New Automatic Ship Wake Detection for Sentinel-1 Imagery. 1259-1262 - Xiaoya Wang, Zongyong Cui, Zongjie Cao, Yu Tian:
Ship Detection in Large Scale Sar Images Based on Bias Classification. 1263-1266 - Jie Feng, Zhanwei Ye, Di Li, Yuping Liang, Xu Tang, Xiangrong Zhang:
Hyperspectral Image Classification Based on Semi-Supervised Dual-Branch Convolutional Autoencoder with Self-Attention. 1267-1270 - Ethan Worch, Sathishkumar Samiappan, Meilun Zhou, John E. Ball:
Hyperspectral Band Selection Using Moth-Flame Metaheuristic Optimization. 1271-1274 - Haojie Cai, Tao Chen:
Multi-Dimension CNN for Hyperspectral Image Classificaton. 1275-1278 - Chenglong Zhang, Aizhu Zhang, Genyun Sun, Yanjuan Yao:
Local Correlation Based Data Gravitation Classification for Hyperspectral Image. 1279-1282 - Jingjing Ma, Linlin Wu, Xu Tang, Xiangrong Zhang, Cheng Zhu, Junyong Ma, Licheng Jiao:
Hyperspectral Image Classification Via Multi-Scale Encoder-Decoder Network. 1283-1286 - Yang Liu, Nannan Zhang, Hongyan Guo, Shanhong Huang, Miaofen Huang, Song Liu:
Spectral Properties Analysis of Wastewater in Oil Field and Its Remote Sensing Detection With GF-2. 1287-1290 - Jia Feng, Junping Zhang:
Unsupervised Feature Extraction in Hyperspectral Image Based on Improved Neighborhood Preserving Embedding. 1291-1294 - Hongkang Wei, Li Ma, Xiaobo Liu:
Multi-Classifiers Consistency Based Unsupervised Manifold Alignment for Classification of Remote Sensing Images. 1295-1298 - Wolfgang Gross, Dimitri Bulatov, Simon Schreiner, Wolfgang Middelmann:
Feature Concatenation of Hyperspectral and DEM Data for Land Cover Classification. 1303-1306 - Christopher William Smith, Santosh K. Panda, Uma S. Bhatt, Franz J. Meyer, Robert W. Haan:
Improved Vegetation and Wildfire Fuel Type Mapping Using NASA AVIRIS-NG Hyperspectral Data, Interior AK. 1307-1310 - Ayan Chatterjee, Peter W. T. Yuen:
Rapid Estimation of Orthogonal Matching Pursuit Representation. 1315-1318 - Zhipeng Tang, Hari Adhikari, Petri K. E. Pellikka, Janne Heiskanen:
Producing a Gap-free Landsat Time Series for the Taita Hills, Southeastern Kenya. 1319-1322 - Zhao Chen, Guangchen Chen, Feng Zhou, Bin Yang, Lili Wang, Qiong Liu, Yonghang Chen:
A Novel General Semisupervised Deep Learning Framework for Classification and Regression with Remote Sensing Images. 1323-1326 - Mohamed Yahia, Tarig Ali, Mohammad Maruf Mortula, Riadh Abdelfattah, Samy Elmahdy:
Infinite Number of Looks Prediction in Polsar Filtering by Linear Regression. 1327-1330 - Mostafa Didar Mahdi, Nusrat Jahan Mrittika, Maleeha Shams, Labib Chowdhury, Shahnewaz Siddique:
A Deep Gaussian Process for Forecasting Crop Yield and Time Series Analysis of Precipitation Based in Munshiganj, Bangladesh. 1331-1334 - Yahua Ren, Junfeng Wang, Xingzhao Liu, Yesheng Gao:
Azimuth Velocity Estimation in Multi-Channel SAR Based on Variable-Boresight Mode. 1335-1338 - Yue Hu, Zidi Wei, Kuangshi Zhao:
Remote Sensing Images Inpainting based on Structured Low-Rank Matrix Approximation. 1341-1344 - Tatiana Dias Tardelli Uehara, Anderson Reis Soares, Renata Pacheco Quevedo, Thales Sehn Körting, Leila Maria Garcia Fonseca, Marcos Adami:
Land Cover Classification of an Area Susceptible to Landslides Using Random Forest and NDVI Time Series Data. 1345-1348 - Hichame Yessou, Gencer Sumbul, Begüm Demir:
A Comparative Study of Deep Learning Loss Functions for Multi-Label Remote Sensing Image Classification. 1349-1352 - Yansheng Li, Ruixian Chen, Yongjun Zhang, Hang Li:
A CNN-GCN Framework for Multi-Label Aerial Image Scene Classification. 1353-1356 - Zixu Liu, Li Ma:
Class-Wise Adversarial Transfer Network for Remote Sensing Scene Classification. 1357-1360 - Lei Dan, Xuelong Li:
Relationships Excavating of Augmented Feature for Remote Sensing Scene Classification. 1361-1364 - Jun Zhang, Jiao Liu, Lukui Shi, Bin Pan, Xia Xu:
An Open Set Domain Adaptation Network Based on Adversarial Learning for Remote Sensing Image Scene Classification. 1365-1368 - Yuting Wan, Yanfei Zhong, Ailong Ma, JunJue Wang, Ruyi Feng:
RSSM-Net: Remote Sensing Image Scene Classification Based on Multi-Objective Neural Architecture Search. 1369-1372 - Qiqi Zhu, Jiangqin Wan, Yanfei Zhong, Qingfeng Guan, Liangpei Zhang, Deren Li:
Topic Model for Remote Sensing Data: A Comprehensive Review. 1373-1376 - Nan Zhao, Yanfei Zhong, Ailong Ma:
Mapping Local Climate Zones with Circled Similarity Propagation Based Domain Adaptation. 1377-1380 - Juepeng Zheng, Wenzhao Wu, Haohuan Fu, Weijia Li, Runmin Dong, Lixian Zhang, Shuai Yuan:
Unsupervised Mixed Multi-Target Domain Adaptation for Remote Sensing Images Classification. 1381-1384 - Yansheng Li, Te Shi, Wei Chen, Yongjun Zhang, Zhibin Wang, Hao Li:
Unsupervised Style Transfer via Dualgan for Cross-Domain Aerial Image Classification. 1385-1388 - Bruno Menini Matosak, Raian Vargas Maretto, Thales Sehn Körting, Marcos Adami, Leila Maria Garcia Fonseca:
Mapping Deforested Areas in the Cerrado Biome through Recurrent Neural Networks. 1389-1392 - Delin Meng, Bangyu Wu, Naihao Liu, Wenchao Chen:
Semi-Supervised Deep Learning Seismic Impedance Inversion Using Generative Adversarial Networks. 1393-1396 - Jose Oliverio Alvarez, David Jacobi:
Nondestructive Microwave Spectroscopy in Calcite-Rich Shale Core Slabs. 1397-1400 - Waymond R. Scott:
Differential Electromagnetic Induction Sensor using a Spinning Magnet Excitation. 1401-1404 - Dylan A. Crocker, Waymond R. Scott:
An Unbalanced Sinuous Antenna for Ultra-Wideband Polarimetric Ground-Penetrating Radar. 1405-1408 - Lele Qu, Zhen Li, Aly E. Fathy:
Stolt Migration Imaging for Short-Pulse Ground-Penetrating Radar Based on Compressive Sensing. 1409-1412 - M. Shi, W. Shi, Y. Gao, X. Liu, B. Yuan:
Inversion of Underground Structure Based on GA_RLPSO Time-Domain Full Waveform Conjugate Gradient Method. 1413-1416 - Linfeng Li, Jie-Bang Yan, Sivaprasad Gogineni, Charles R. O'Neill, Dorthe Dahl-Jensen, Christopher D. Simpson, Ryan A. Taylor, D. N. Elluru, Shashank Wattal, Joshua Nunn, R. S. Campbell, Daniel Steinhage, Heinz Miller, Olaf Eisen:
Ground-Based Ultra Wideband Dual-Polarized Radar Sounding of Greenland Ice Sheets. 1417-1419 - Nicole L. Bienert, Dustin M. Schroeder, Sean T. Peters, Matthew R. Siegfried:
Processing-Based Synchronization Approach for Bistatic Radar Glacial Tomography. 1420-1423 - Yang Lei, Mark S. Haynes, Darmindra D. Arumugam, Charles Elachi:
A Pseudospectral Time-Domain Simulator for Large-Scale Half-Space Electromagnetic Scattering and Radar Sounding Applications. 1424-1427 - Anna L. Broome, Dustin M. Schroeder:
A Narrowband Multi-Frequency Radar Sounding Architecture to Correct Subsurface Interface Roughness Effects. 1428-1431 - Fatemeh Akbar, Behzad Yektakhah, Haokui Xu, Kamal Sarabandi:
An Accurate Low-Cost Method for Q-Factor and Resonance Frequency Measurements of RF and Microwave Resonators. 1432-1435 - Xueqian Wang, Gang Li, Antonio Plaza:
Adaptive Superpixel Segmentation with Fisher Vectors for Ship Detection in SAR Images. 1436-1439 - Wenjing He, Hongjun Song, Yuanyuan Yao, Hongying Jia:
Mapping of Urban Areas from SAR Images via Semantic Segmentation. 1440-1443 - Shiyu Luo, Ling Tong:
Segmentation of SAR Images Based on the Optimal Level Sets Using CWOA. 1444-1447 - Fabian Schenkel, Wolfgang Middelmann:
Domain Adaptation for Semantic Segmentation of Aerial Imagery Using Cycle-Consistent Adversarial Networks. 1448-1451 - Qingyu Li, Lichao Mou, Yuansheng Hua, Yao Sun, Pu Jin, Yilei Shi, Xiao Xiang Zhu:
Instance Segmentation of Buildings Using Keypoints. 1452-1455 - Mohsen Ghanbari, David A. Clausi, Linlin Xu, Mingzhe Jiang:
Unsupervised Segmentation of Multilook Compact Polarimetric Sar Data based on Complex Wishart Distribution. 1456-1459 - Peng Zhang, Yinyin Jiang, Beibei Li, Ming Li, Mohamed El Yazid Boudaren, Wanying Song, Yan Wu:
High-Order Triplet CRF-Pcanet for Unsupervised Segmentation of SAR Image. 1460-1463 - Xirong Li, Xin Xu, Rui Yang, Fangling Pu:
DBC: Deep Boundaries Combination for Farmland Boundary Detection Based on UAV Imagery. 1464-1467 - Scott Workman, Muhammad Usman Rafique, Hunter Blanton, Connor Greenwell, Nathan Jacobs:
Single Image Cloud Detection via Multi-Image Fusion. 1468-1471 - Biao Hou, Yangfei Liu, Tuotuo Rong, Bo Ren, Zijuan Xiang, Xiangrong Zhang, Shuang Wang:
Panchromatic Image Land Cover Classification Via DCNN with Updating Iteration Strategy. 1472-1475 - Bohao Huang, Kyle Bradbury, Leslie M. Collins, Jordan M. Malof:
Do Deep Learning Models Generalize to Overhead Imagery from Novel Geographic Domains? The xGD Benchmark Problem. 1476-1479 - Xiaoyu Dong, Zhihong Xi, Xu Sun, Lina Yang:
Remote Sensing Image Super-Resolution via Enhanced Back-Projection Networks. 1480-1483 - Bin Zhao, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jocelyn Chanussot:
Local Spatial-Spectral Correlation Based Mixtures of Factor Analyzers for Hyperspectral Denoising. 1488-1491 - Saori Takeyama, Shunsuke Ono:
Joint Mixed-Noise Removal and Compressed Sensing Reconstruction of Hyperspectral Images via Convex Optimization. 1492-1495 - Monidipa Das:
Online Prediction of Derived Remote Sensing Image Time Series: An Autonomous Machine Learning Approach. 1496-1499 - Soumya K. Das, P. S. Prakash, A. C. Pandey, Bharath H. Aithal:
Urban Surface Simulation Through Image-to-Image Translation Deep Learning Algorithm using Optical Aerial Imagery. 1500-1503 - Rafael Fernandez, Rubén Fernández-Beltran, Filiberto Pla:
Inter-Sensor Remote Sensing Image Enhancement for Operational Sentinel-2 and Sentinel-3 Data Products. 1504-1507 - Chuc Man Duc, Tsubasa Hirakawa, Hiromichi Fukui:
Correction of Seasonal Effects on VIIRS DNB Monthly Composites by Using Stable Lit Data and Regression Convolutional Neural Network. 1508-1511 - Jignesh R. Patel, Manjunath V. Joshi, Jignesh S. Bhatt:
A Novel Approach for Hyperspectral Image Superresolution Using Spectral Unmixing and Transfer Learning. 1512-1515 - Bin Zhao, Johannes R. Sveinsson, Magnus O. Ulfarsson, Jocelyn Chanussot:
Hyperspectral Images Denoising Based on Mixtures of Factor Analyzers. 1516-1519 - Ryuei Nishii, Shojiro Tanaka:
Two Stage Estimation Procedure of Non-Linear Regression Functions for Spatially-Dependent Data. 1520-1523 - Sanjay S. Shitole, Vijal Jain, Venkata Sai Krishna Vanama:
De-Speckling of Synthetic Aperture Radar Using Discrete Fourier Transform. 1524-1527 - Khusharah Aslam, Rao Muhammad Zahid Khalil, Saad ul Haq, Salman Ahmed:
Comparative Analysis Between Optical and Fused Image with SAR. 1528-1531 - Ning Wu, Mingming Xu, Kun Li, Zhe Liu:
Removement of Staggered SAR Ambiguity in Low-Oversampling by Deep Learning. 1532-1535 - Gerardo Di Martino, Alessio Di Simone, Antonio Iodice, Daniele Riccio, Giuseppe Ruello:
Assessing Performance of Multitemporal SAR Image Despeckling Filters via a Benchmarking Tool. 1536-1539 - Antonio Gaudencio Guimarães Filho, Philipe Borba:
Methodology for Land Mapping of Amapa State-A Special Case of Amazon Radiography Project. 1540-1543 - Yao Gao, Da Liang, Tingzhu Fang, Zi-Xuan Zhou, Heng Zhang, Robert Wang:
A Modified Extended Wavenumber-Domain Algorithm for Ultra-High Resolution Spaceborne Spotlight SAR Data Processing. 1544-1547 - Meng-Che Wu, Mohammad Alkhaleefah, Lena Chang, Yang-Lang Chang, Ming-Hwang Shie, Shian-Jing Liu, Wen-Yen Chang:
Recurrent Deep Learning for Rice Fields Detection from SAR Images. 1548-1551 - Shiyu Luo, Ling Tong:
Radiometric Correction of Dual-Polarization SAR Data Over Steep Terrain. 1552-1555 - Yuqing Liu, Jie Chen, Pengbo Wang, Hongcheng Zeng, Wei Yang:
An Imaging Compensation Scheme for Correcting Ionospheric Effect on High-Resolution Spaceborne P-Band SAR. 1556-1559 - Yifan Dong, Guowei Li, Weixian Tan, Pingping Huang, Wei Xu:
Amplitude and Phase Error Correction Method for Array SAR Processed in Time Domain. 1560-1563 - Kang Liu, Weidong Yu:
Interrupted FMCW SAR Imaging via Sparse Reconstruction. 1564-1567 - Oktay Karakus, Igor G. Rizaev, Alin Achim:
A Simulation Study to Evaluate the Performance of the Cauchy Proximal Operator in Despeckling SAR Images of the Sea Surface. 1568-1571 - Laurent Beaudoin, Loïca Avanthey:
Underwater Field Equipment of a Network of Landmarks Optimized for Automatic Detection by AI. 1572-1575 - Loïca Avanthey, Laurent Beaudoin:
Underwater Calibration in Near Real Time: Focus on Detection Optimized by AI and Selection of Calibration Patterns. 1576-1579 - Liyuan Qing, Ke Yang, Weikai Tan, Jonathan Li:
Automated Detection of Manhole Covers in MLS Point Clouds Using a Deep Learning Approach. 1580-1583 - Azam Karami, Melba M. Crawford, Edward J. Delp:
A Weakly Supervised Deep Learning Approach for Plant Center Detection and Counting. 1584-1587 - Ajay Kumar, Mahesh Taparia, Pachamuthu Rajalakshmi, Wei Guo, Balaji Naik B, Balram Marathi, Uday B. Desai:
UAV Based Remote Sensing for Tassel Detection and Growth Stage Estimation of Maize Crop Using Multispectral Images. 1588-1591 - Yongzhu Xiong, Qi Chen, Mingyong Zhu, Yu Zhang, Kekun Huang:
Accurate Detection of Historical Buildings Using Aerial Photographs and Deep Transfer Learning. 1592-1595 - Anesmar Olino de Albuquerque, Pablo Pozzobon de Bem, Rebeca dos Santos de Moura, Osmar Luiz Ferreira de Carvalho Jr., Pedro Henrique Guimarães Ferreira, Cristiano Rosa Silva, Roberto Arnaldo Trancoso Gomes, Renato Fontes Guimarães, Osmar Abílio de Carvalho Jr.:
Center Pivot Classification with Deep Residual U-NET. 1596-1599 - Matthew Moraguez, Alejandro Trujillo, Olivier de Weck, Afreen Siddiqi:
Convolutional Neural Network for Detection of Residential Photovoltalc Systems in Satellite Imagery. 1600-1603 - Di Zhang, Martin Gade, Jianwei Zhang:
SAR Eddy Detection Using Mask-RCNN and Edge Enhancement. 1604-1607 - Chunxiu Liu, Yanfang Ming, Jinshan Zhu:
Improving the Performance of Seabirds Detection Combining Multiple Semantic Segmentation Models. 1608-1611 - Wei Chen, Yansheng Li, Yongjun Zhang, Xiaolong Hao:
Deep Networks Under Block-Level Supervision for Pixel-Level Cloud Detection in Multi-Spectral Satellite Imagery. 1612-1615 - Jianing Wang, Ye Zhang:
Fusion-Oriented Aircraft Detection in Large Scene Image Based on Tiny Darknet. 1616-1619 - Xintao Meng, Yesheng Gao, Xingzhao Liu:
Computer Vision Aided Optical Correlator for SAR Target Recognition. 1620-1623 - Juyoung Song, Duk-jin Kim:
Fine Acquisition of Vessel Training Data for Machine Learning from Sentinel-1 SAR Images Accompanied by AIS Imformation. 1624-1627 - Shuai Jiang, Yalong Pang, Luyuan Wang, Jiyang Yu, Bowen Cheng, Zongling Li:
A Target Detection Algorithm of Neural Network Based on Histogram Statistics. 1628-1631 - Maolin Chen, Feifei Tang, Jianping Pan:
Using Polar Grid for Building Extraction in Terrestrial Laser Scanning Data. 1632-1634 - Wenliang Sun, Xiangrong Zhang, Tianyang Zhang, Peng Zhu, Li Gao, Xu Tang, Bo Liu:
Adaptive Feature Aggregation Network for Object Detection in Remote Sensing Images. 1635-1638 - Tong Zhang, Guanqun Wang, Yin Zhuang, He Chen, Hao Shi, Liang Chen:
Feature Enhanced Centernet for Object Detection in Remote Sensing Images. 1639-1642 - Xueqi Yin, Xiaolong Hao, Tong Gao, Hao Chen, Wen Chen:
Building Detection based on Rectangle Approximation and Region Growing. 1643-1646 - Shaobin Jiang, Mingcang Zhu, Yong He, Zezhong Zheng, Fangrong Zhou, Guoqing Zhou:
Ship Detection with Sar Based on Yolo. 1647-1650 - Pengfei Zhao, Lijia Huang:
Multi-Aspect SAR Target Recognition Based on Efficientnet and GRU. 1651-1654 - Xiaobin Zhao, Wei Li, Tao Shan, Lu Li, Ran Tao:
Hyperspectral Target Detection by Fractional Fourier Transform. 1655-1658 - Kuldeep Chaurasia, Baipureddy Neeraj, Dattu Burle, Vipul Kumar Mishra:
Topographical Feature Extraction Using Machine Learning Techniques from Sentinel-2A Imagery. 1659-1662 - Ruixiang Zhang, Fang Xu, Huai Yu, Wen Yang, Heng-Chao Li:
Edge-Driven Object Matching for UAV Images and Satellite SAR Images. 1663-1666 - J. Li, Cheng Yang, Vladimir Stankovic, Lina Stankovic, Stella Pytharouli:
Graph-Based Micro-Seismic Signal Classification with an Optimised Feature Space. 1667-1670 - Ashish Kubade, Avinash Sharma, Krishnan Sundara Rajan:
Feedback Neural Network Based Super-Resolution of DEM for Generating High Fidelity Features. 1671-1674 - Gülsen Taskin, Gustau Camps-Valls:
Manifold Learning with High Dimensional Model Representations. 1675-1678 - Golnoosh Dehghanpoor, Michael D. Frachetti, Brendan Juba:
A Tensor Decomposition Method for Unsupervised Feature Learning on Satellite Imagery. 1679-1682 - Kane Walter, Matthew J. Gibson, Arcot Sowmya:
Self-Supervised Remote Sensing Image Retrieval. 1683-1686 - Jian Kang, Begüm Demir:
Band-Wise Multi-Scale CNN Architecture for Remote Sensing Image Scene Classification. 1687-1690 - Anna Wawrzaszek, Wojciech Drzewiecki, Michal Krupinski, Malgorzata Jenerowicz, Sebastian Aleksandrowicz:
Multifractal Features for Land Use Classification. 1691-1694 - Di Liu, Zhipeng Luo, Zhenlong Xiao, Jonathan Li:
Extracting Vehicles in Point Clouds of Underground Parking Lots Based on Graph Convolution. 1695-1698 - Tanu Gupta, Sudip Roy:
A Hybrid Model based on Fused Features for Detection of Natural Disasters from Satellite Images. 1699-1702 - Junjun Yin, Jian Yang:
SYMMETRIC SCATTERING MODEL BASED FEATURE EXTRACTION FROM GENERAL COMPACT POLARIMETRIC SAR IMAGERY. 1703-1706 - Andrea Rapuzzi, Cristiano Nattero, Ramona Pelich, Marco Chini, Paolo Campanella:
CNN-Based Building Footprint Detection from Sentinel-1 SAR Imagery. 1707-1710 - Xiyun Liu, Junjun Yin, Jihua Zhang, Jian Yang:
Land Cover Classification for Polsar Images Based on Mixture Models and MRF. 1711-1714 - Shijie Ren, Feng Zhou:
Semi-Supervised Classification of PolSAR Data with Multi-Scale Weighted Graph Convolutional Network. 1715-1718 - Ankita Chatterjee, Jayasree Saha, Jayanta Mukhopadhyay, Subhas Aikat, Arundhati Misra:
Unsupervised Land Cover Classification of Hybrid Polsar Images Using Deep Network. 1719-1722 - Zhaohao Fan, Zexuan Ji, Peng Fu, Tao Wang, Xiaobo Shen, Quansen Sun:
Complex-Valued Spatial-Scattering Separated Attention Network for Polsar Image Classification. 1723-1726 - Zhongling Huang, Mihai Datcu, Zongxu Pan, Bin Lei:
A Hybrid and Explainable Deep Learning Framework for SAR Images. 1727-1730 - Mengqian Chen, Bo Ren, Biao Hou, Jocelyn Chanussot, Shuang Wang, Xiangrong Zhang, Wen Xie:
PolSAR Scene Classification via Low-Rank Tensor-Based Multi-View Subspace Representation. 1731-1734 - Ping Han, Zetao Chen, Yishuang Wan, Zheng Cheng:
Polsar Image Classification based on Optimal Feature and Convolution Neural Network. 1735-1738 - Rui Yang, Xin Xu, Xirong Li, Lei Wang, Fangling Pu:
Learning Relation by Graph Neural Network for SAR Image Few-Shot Learning. 1743-1746 - Anjana Naga Jyothi Kukunuri, Deepak Murugan, Dharmendra Singh:
A Neural Network Approach to Classify Mixed Classes Using Multi Frequency Sar data. 1747-1750 - Ronny Hänsch:
Stacked Random Forests: More Accurate and Better Calibrated. 1751-1754 - Chenwei Wang, Jifang Pei, Zhiyong Wang, Yuling Huang, Jianyu Yang:
Multi-View CNN-LSTM Neural Network for SAR Automatic Target Recognition. 1755-1758 - Zeyang Dou, Kun Gao, Xiaodian Zhang, Junwei Wang, Hong Wang:
Deep Learning-Based Hyperspectral Target Detection without Extra Labeled Data. 1759-1762 - Chunhui Zhao, Mingxing Wang, Nan Su, Shou Feng:
Dictionary Learning Hyperspectral Target Detection Algorithm Based on Tucker Tensor Decomposition. 1763-1766 - Nathan Paillou, Laetitia Thirion-Lefevre, Régis Guinvarc'h:
Interest of Temporal Methods over Spatial Methods in Order to Detect Small Targets. 1767-1769 - Zhenyuan Feng, Junping Zhang, Jia Feng:
Spectral-Spatial Joint Target Detection of Hyperspectral Image Based on Transfer Learning. 1770-1773 - Meng Bao, Junmin Meng, Zhang Xi, Gen Wang Liu:
A High Resolution SAR Ship Sample Database and Ship Type Classification. 1774-1777 - Shigang Wang, Dongsheng Li, Shuwen Liu, Bin Li:
Visual Context Aware Ship Detector for High-Resolution SAR Imagery. 1778-1781 - Fei Qin, Yunlong Liu, Xingdong Liang:
A Novel GOSD-CFAR For Millimeter Wave Radar Detection. 1782-1785 - Han V. Nguyen, Magnus O. Ulfarsson, Johannes R. Sveinsson:
Sure Based Convolutional Neural Networks for Hyperspectral Image Denoising. 1784-1787 - James Theiler, Alan P. Schaum:
Some Closed-Form Expressions for Absorptive Plume Detection. 1786-1789 - Blake M. Rankin, Timothy P. Lippa, Joshua B. Broadwater:
Spectral Information Content Algorithm for Automated Signature Assessment. 1790-1792 - Wenchao Li, Shirui Yang, Wentao Zhang, Yulin Huang, Jianyu Yang:
An Improved Target Extraction Scheme for Forward-Looking Scanning Radar. 1793-1796 - Giovanni Manfredi, Israel Hinostroza, Michel Menelle, Stéphane Saillant, Jean Philippe Ovarlez, Laetitia Thirion-Lefevre:
Characterization of the Walking Activity Within the Forest by Using a Doppler Analysis in the UHF-Band. 1797-1800 - Qinghui Liu, Michael Kampffmeyer, Robert Jenssen, Arnt-Børre Salberg:
Self-Constructing Graph Convolutional Networks for Semantic Labeling. 1801-1804 - Nicolas Girard, Dmitriy Smirnov, Justin Solomon, Yuliya Tarabalka:
Regularized Building Segmentation by Frame Field Learning. 1805-1808 - Haowen Guo, Wensheng Cheng, Wen Yang, Guisong Xia:
Look at the Big Picture: Building Area Extraction with Global Density Map. 1809-1812 - Rémi Ratajczak, Carlos Fernando Crispim Junior, Beatrice Fervers, Elodie Faure, Laure Tougne:
Semantic Segmentation Refinement with Deep Edge Superpixels to Enhance Historical Land Cover. 1813-1816 - Yanan Zhang, Qiqi Zhu, Yanfei Zhong, Qingfeng Guan, Liangpei Zhang, Deren Li:
A Modified D-Linknet with Transfer Learning for Road Extraction from High-Resolution Remote Sensing. 1817-1820 - Yue Liao, Hongyan Zhang, Guangyi Yang, Liangpei Zhang:
Learning Discriminative Global and Local Features for Building Extraction from Aerial Images. 1821-1824 - Jiachao Liu, Xinyue Xiong, Jiaojiao Li, Chaoxiong Wu, Rui Song:
Dilated Residual Network Based on Dual Expectation Maximization Attention for Semantic Segmentation of Remote Sensing Images. 1825-1828 - Stefano Zorzi, Ksenia Bittner, Friedrich Fraundorfer:
Map-Repair: Deep Cadastre Maps Alignment and Temporal Inconsistencies Fix in Satellite Images. 1829-1832 - Zhijie Zhang, Chuanrong Zhang, Weidong Li:
Semantic Segmentation of Urban Buildings from VHR Remotely Sensed Imagery Using Attention-Based CNN. 1833-1836 - Onur Tasar, S. L. Happy, Yuliya Tarabalka, Pierre Alliez:
SEMI2I: Semantically Consistent Image-to-Image Translation for Domain Adaptation of Remote Sensing Data. 1837-1840 - Ruonan Chen, Yuan Hu, Tong Wu, Ling Peng:
Spatial Attention Network for Road Extraction. 1841-1844 - Quan Xu, Linbo Luo, Jun Chen, Wenping Gong, Donghai Guo:
UAV Image Mosaicing Based Multi-Region Local Projection Deformation. 1845-1848 - Qi Wan, Linbo Luo, Jun Chen, Yong Wang, Donghai Guo:
Drone Image Stitching Using Local Least Square Alignment. 1849-1852 - Astha Sharma, Tamjidul Hoque, Elias Ioup, Mahdi Abdelguerfi:
Flight Data of Airplane for Wind Forecasting. 1853-1856 - Chaoxiong Wu, Jiaojiao Li, Rui Song, Yunsong Li:
Spectral Super-Resolution Using Hybrid 2D-3D Structure Tensor Attention Networks with Camera Spectral Sensitivity Prior. 1857-1860 - Belgacem Dkhala, Nouha Mezned, Cécile Gomez, Saadi Abdeljaouad:
PLSR Method for Contaminating Mineral Content Prediction from Field Hyperspectral Reflectance: A Case Study of Hammam Zriba Mining Area. 1861-1864 - Shengli Wang, Ronglin Tang, Yazhen Jiang, Meng Liu:
Improvements to an End-Member-Based Two-Source Approach for Estimating Global Evapotranspiration. 1865-1868 - Lishuo Zhang, Hong Lin, Changhui Li, Yang Song, Feng Wang:
Robust Estimation Approach for Plane Fitting in 3D Laser Scanning Data. 1869-1872 - Bradley J. Koskowich, Michael J. Starek:
Extracting Camera Pose Using Single Image Super Resolution Networks. 1873-1876 - Anders U. Waldeland, Arnt-Børre Salberg, Øivind Due Trier, Andreas Vollrath:
Large-Scale Vegetation Height Mapping from Sentinel Data Using Deep Learning. 1877-1880 - Dehong Liu, Siheng Chen, Petros T. Boufounos:
Graph-Based Array Signal Denoising for Perturbed Synthetic Aperture Radar. 1881-1884 - Alexandre Hippert-Ferrer, Yajing Yan, Philippe Bolon:
Gap-Filling Based on EOF Analysis of Spatio-Temporal Covariance of Satellite Image Derived Displacement Time Series. 1889-1892 - Hanyang Xu, Feng Xu, Ya-Qiu Jin:
Variable Resolution Synthetic Aperture Radar Imaging System. 1893-1896 - Gustavo H. X. Shiroma, Piyush Shanker Agram, Heresh Fattahi, Marco Lavalle, Ryan Burns, Sean Buckley:
An Efficient Area-Based Algorithm for SAR Radiometric Terrain Correction and Map Projection. 1897-1900 - Linghao Li, Yan Wang, Zegang Ding, Minkun Liu, Tao Zeng, Teng Long:
Preliminary Result of MIMO SAR Tomography via 3D FFBP. 1901-1904 - Fang Zhou, Jun Yang, Guangcai Sun, Jiajia Zhang:
A Real-Time Imaging Processing Method Based on Modified RMA with Sub-Aperture Images Fusion for Spaceborne Spotlight SAR. 1905-1908 - Mayu Miyamoto, Noboru Oishi, Masayoshi Tsuchida, Shohei Nakamura, Kei Suwa:
Imaging of Multi-Channel Sliding Spotlight SAR with Up- and Down-Chirp Modulation for Range Ambiguity Suppression. 1909-1912 - Andrei Anghel, Remus Cacoveanu, Björn Rommen, Mihai Datcu:
Time-Domain SAR Processor for Sentinel-1 TOPS Data. 1913-1916 - Wenkang Liu, Guang-Cai Sun, Mengdao Xing, Vito Pascazio:
An Efficient MEO SAR Imaging Algorithm Based on Optimal Imaging Coordinate System. 1917-1920 - Igor Yanovsky, Benjamin Holt, François Ayoub:
Deriving Velocity Fields of Submesoscale Eddies Using Multi-Sensor Imagery. 1921-1924 - Tingzhu Fang, Yunkai Deng, Da Liang, Lei Zhang, Heng Zhang, Huaitao Fan, Weidong Yu:
Multichannel Sliding Spotlight SAR Imaging: First Result of GF-3 Satellite. 1925-1928 - Mahesh Pal, Akshay, Himanshu Rohilla, B. Charan Teja:
Patch Based Land Cover Classification: A Comparison of Deep Learning, SVM and NN Classifiers. 1933-1936 - Zelin Peng, Guanchun Wang, Xiangrong Zhang, Xu Tang, Li Gao, Licheng Jiao:
A Learnable Blur Kernel for Remote Sensing Image Retrieval. 1937-1940 - Jayantrao Mohite, Suryakant A. Sawant, Ankur Pandit, Srinivasu Pappula:
Integration of Sentinel 1 and 2 Observations for Mapping Early and Late Sowing of Soybean and Cotton Crop Using Deep Learning. 1941-1944 - Yukun Huang, Jingbo Wei, Wenchao Tang, Chaoqi He:
Pyramid Convolutional Neural Networks and Bottleneck Residual Modules for Classification of Multispectral Images. 1949-1952 - Jacob Arndt, Dalton D. Lunga:
Sampling Subjective Polygons for Patch-Based Deep Learning Land-Use Classification in Satellite Images. 1953-1956 - Qiankun Liu, Qiang Liu, Dingyou Xu, Jing He, Yukun Mao:
Similar Region Recommendation Based on Histogram Features. 1957-1960 - Claire Voreiter, Jean-Christophe Burnel, Pierre Lassalle, Marc Spigai, Romain Hugues, Nicolas Courty:
A Cycle Gan Approach for Heterogeneous Domain Adaptation in Land Use Classification. 1961-1964 - Jayasree Saha, Yuvraj Khanna, Jayanta Mukhopadhyay, Subhas Aikat:
From Supervised to Unsupervised Learning for Land Cover Analysis of Sentinel-2 Multispectral Images. 1965-1968 - Corina Iovan, Michel Kulbicki, Eric Mermet:
Deep Convolutional Neural Network for Mangrove Mapping. 1969-1972 - Gabriele Cavallaro, Dennis Willsch, Madita Willsch, Kristel Michielsen, Morris Riedel:
Approaching Remote Sensing Image Classification with Ensembles of Support Vector Machines on the D-Wave Quantum Annealer. 1973-1976 - Raffaella Guida, Donato Amitrano, Pasquale Iervolino, Lorraine Jenney, Louise Wright:
A SAR-Based Feasibility Study on Detection of Oil Seepage from Buried Pipelines. 1977-1980 - Liting Liang, Yunhua Zhang, Dong Li:
Polarimetric Scattering Characteristic Analysis of Disaster Affected Area Based On Huynen-Euler Parameters. 1981-1984 - Viet Thuy Vu, Mats I. Pettersson, Thomas K. Sjögren:
Enhancing Conventional SAR Change Detection Performance with Apodization. 1985-1988 - Baihui Li, Yan Chen, Yunping Chen, Youchun Lu, Cunshi Ma:
Landslide Detection Based on GLCM Using SAR Images. 1989-1992 - Shipeng Guo, Yongjie Ji, Xin Tian, Wangfei Zhang, Wei Kang, Yun Li, Tingwei Zhang:
Deformation Velocity Monitoring in Kunming City using Ascending and Descending Sentinel-1A Data with SBAS-InSAR Technique. 1993-1996 - Viet Thuy Vu, Mats I. Pettersson, Thomas K. Sjögren:
Change Detection and Signature Classification for SAR GMTI. 1997-2000 - Angel Ribalta:
Extending the FOLKI-PIV Algorithm for the Coherent Coregistration of SAR Images. 2001-2004 - Akshay Patil, Gulab Singh, Sanjeev Kumar, Sneh Mani, Debmita Bandyopadhyay, Bala Raju Nela, Mohamed Musthafa, Shradha Mohanty:
Snow Characterization and Avalanche Detection in the Indian Himalaya. 2005-2008 - Xiangwen Zhang, Rongyuan Liu, Fuping Gan, Wei Wang, Ling Ding, Bokun Yan:
Evaluation of Spatial-Temporal Variation of Vegetation Restoration in Dexing Copper Mine Area Using Remote Sensing Data. 2013-2016 - Mark L. Carroll, John L. Schnase, R. L. Gill, Glenn S. Tamkin, Jian Li, T. P. Maxwell, Savannah L. Strong, M. Aronne:
MERRAMax: A machine learning approach to stochastic convergence with a multi-variate dataset. 2017-2020 - Zhengying Li, Hong Huang, Chunyu Pu:
Deep Manifold Learning Network for Hyperspectral Image Classification. 2021-2024 - Shivam Pande, Biplab Banerjee:
Dimensionality Reduction Using 3D Residual Autoencoder for Hyperspectral Image Classification. 2029-2032 - Xiao-Di Shang, Meiping Song, Yulei Wang, Haoyang Yu, Chein-I Chang:
Hyperspectral Target Detection Based on Target-Constrained Interference-Minimized Band Selection. 2033-2036 - Chunyu Pu, Hong Huang, Zhengying Li:
Spatial-Spectral Combination Convolutional Neural Network for Hyperspectral Image Classification. 2037-2040 - Qixiong Wang, Xiaoyan Luo, Sen Li, Jihao Yin:
Neural Network Pruning for Hyperspectral Image Band Selection. 2041-2044 - Magnus Magnusson, Jakob Sigurdsson, Sveinn Eirikur Armansson, Magnus O. Ulfarsson, Hilda Deborah, Johannes R. Sveinsson:
Creating RGB Images from Hyperspectral Images Using a Color Matching Function. 2045-2048 - Danfeng Hong, Jing Yao, Jocelyn Chanussot, Xiao Xiang Zhu:
Unsupervised Hyperspectral Embedding by Learning a Deep Regression Network. 2049-2052 - Long Tian, Bo Chen, Yang Peng, Chuan Du, Zhenhua Wu, Hongwei Liu:
Meta Network for Radar HRRP Noncooperative Target Recognition with Missing Aspects. 2053-2056 - Abhishek Dey, Susmita Ghosh, Ashish Ghosh:
Band Elimination for Dimensionality Reduction of Hyperspectral Images using Mutual Information. 2055-2058 - Chao Liu, Xu Tang, Jingjing Ma, Xiangrong Zhang, Fang Liu, Junyong Ma, Licheng Jiao:
Remote Sensing Images Feature Learning based On Multi-Branch Networks. 2057-2060 - Anderson Reis Soares, Hugo N. Bendini, Daiane V. Vaz, Tatiana D. T. Uehara, Alana Kasahara Neves, Sarah Lechler, Thales Sehn Körting, Leila M. G. Fonseca:
Stmetrics: A Python Package for Satellite Image Time-Series Feature Extraction. 2061-2064 - Patrick Ebel, Michael Schmitt, Xiao Xiang Zhu:
Cloud Removal in Unpaired Sentinel-2 Imagery Using Cycle-Consistent GAN and SAR-Optical Data Fusion. 2065-2068 - Kento Doi, Ken Sakurada, Masaki Onishi, Akira Iwasaki:
GAN-Based SAR-to-Optical Image Translation with Region Information. 2069-2072 - Phuong Nguyen, Samit Shivadekar, Sai Sree Laya Chukkapalli, Milton Halem:
Satellite Data Fusion of Multiple Observed XCO2 using Compressive Sensing and Deep Learning. 2073-2076 - Maximilian Rodger, Raffaella Guida:
SAR and AIS Data Fusion for Dense Shipping Environments. 2077-2080 - Jakob Gawlikowski, Michael Schmitt, Anna M. Kruspe, Xiaoxiang Zhu:
On the Fusion Strategies of Sentinel-1 and Sentinel-2 Data for Local Climate Zone Classification. 2081-2084 - Leonardo De Laurentiis, Daniele Latini, Giovanni Schiavon, Fabio Del Frate:
Multi-Pol Sar Data Fusion for Coastline Extraction by Neural Networks Chaining. 2085-2088 - Luca Maggiolo, David Solarna, Gabriele Moser, Sebastiano B. Serpico:
Automatic Area-Based Registration of Optical and SAR Images Through Generative Adversarial Networks and a Correlation-Type Metric. 2089-2092 - Erith Muñoz, Jhonatan Enríquez, Daniel Toctaguano, Marielisa Bustos, Franz Betancourt, Carmen Sangucho, Victor Parra, Aracely Lima, Alfonso Zozaya:
Automate Lithological Classification of the Amotape Tahuin Metamorphic Complex in Ecuador using Random Forest and a Multi-Sensor Satellite Imagery Approach. 2093-2096 - R. Derek West, David A. Yocky, Brian J. Redman, John D. Van Der Laan, Dylan Z. Anderson:
Optical and Polarimetric SAR Data Fusion Terrain Classification Using Probabilistic Feature Fusion. 2097-2100 - Jianwen Yu, Wenchao Li, Zhongyu Li, Junjie Wu, Haiguang Yang, Jianyu Yang:
SAR Image Super-Resolution Base on Weighted Dense Connected Convolutional Network. 2101-2104 - Man Xiao, Zhi He, Jiemin Wu:
PySRResNet: Super Resolution for Video Satellite Imagery via Pyramid Residual Network. 2105-2108 - Noboru Oishi, Kei Suwa:
A Focus Stacking Algorithm for Airborne SAR Images. 2109-2112 - Han Li, Zhiyong Suo, Chengxin Zheng, Jinqiang Zhang, Zhenfang Li:
An Improved Imaging Algorithm for Airborne Near-Nadir Tops SAR With YAW Angle Error. 2113-2116 - Emiliano Casalini, Daniel Henke:
FMCW SAR Data Inversion. 2117-2120 - Yun Zhang, Xin Zhu, Bin Zhao, Chenyue Lu:
The Phase Error Analysis and Compensation of Mruav-Sar. 2121-2124 - Ning Li, Guang-Cai Sun, Mengdao Xing:
Unambiguous Signal Reconstruction Algorithm for High Squint Multichannel SAR Mounted on High Speed Maneuvering Platforms. 2125-2128 - Yun Zhang, Haojian Zhang, Tingting Zhang, Hongbo Li, Huilin Mu:
A Variable-Decoupling Method used in MSR-Based Imaging Algorithms for SAR with Constant Acceleration. 2129-2132 - Carsten Montzka, Cosimo Brogi, David Mengen, Maria Matveeva, Stephani Baum, Dirk Schüttemeyer, Bagher Bayat, Heye Bogena, Alex Coccia, Gerard Masalias, Verena Graf, Jannis Jakobi, François Jonard, Yueling Ma, Francesco Mattia, Davide Palmisano, Uwe Rascher, Giuseppe Satalino, Thomas Jagdhuber, Anke Fluhrer, Maike Schumacher, Marius Schmidt, Harry Vereecken:
Sarsense: A C- and L-Band SAR Rehearsal Campaign in Germany in Preparation for ROSE-L. 2137-2140 - Jun Wan, Zhanye Chen, Yu Zhou, Dong Li, Yan Huang, Linrang Zhang:
Ground Moving Target Imaging Based on MSOKT and KT for Synthetic Aperture Radar. 2141-2144 - Chunbo Zhu, Danpei Zhao, Ziming Liu, Yinan Mao:
Hierarchical Attention for Ship Detection in SAR Images. 2145-2148 - Xinchang Hu, Pengbo Wang, Jie Chen, Wei Yang, Yanan Guo:
An Antenna Beam Steering Strategy for SAR Echo Simulation in Highly Elliptical Orbit. 2149-2152 - Tianfu Chen, Jiyu Zhang, Wenchao Li, Junjie Wu, Zhongyu Li, Yulin Huang, Jianyu Yang:
Efficient Time Domain Echo Simulation of Bistatic SAR Considering Topography Variation. 2153-2156 - Fengchao Xiong, Kun Qian, Jianfeng Lu, Jun Zhou, Yuntao Qian:
Nonlocal Low-Rank Nonnegative Tensor Factorization for Hyperspectral Unmixing. 2157-2160 - Bin Yang, Zhao Chen:
An Improved Bilinear Mixture Model Considering Adjacency and Shade Effects. 2161-2164 - Jae-Jin Park, Kyung-Ae Park, Pierre-Yves Foucher, Philippe Déliot, Stéphane Le Floch, Tae-Sung Kim, Sangwoo Oh, Moonjin Lee:
Hazardous Noxious Substance Detection Based on Hyperspectral Remote Sensing Technique. 2165-2168 - Chenguang Xu, Shaoquan Zhang, Chengzhi Deng, Zhaoming Wu, Jiaheng Yang, Guang Long, Longfei Cao:
Spectral-Spatial Hyperspectral Unmixing in Transformed Domains. 2169-2172 - Mingyu Lei, Jie Li, Lin Qi, Ying Wang, Xinbo Gao:
Hyperspectral Unmixing via Recurrent Neural Network With Chain Classifier. 2173-2176 - Shaoquan Zhang, Guorong Zhang, Chengzhi Deng, Jun Li, Shengqian Wang, Jun Wang, Antonio Plaza:
Spectral-Spatial Weighted Sparse Nonnegative Tensor Factorization for Hyperspectral Unmixing. 2177-2180 - Ning Xu, Yuxin Hu, Xiurui Geng, Yanan Wang:
A Geometric view of Fast Gram Determinant-Based Endmember Extraction Algorithm for Hyperspectral Imagery. 2181-2184 - Youkang Lu, Hongyi Liu, Zebin Wu, Zhihui Wei:
Multi-temporal hyperspectral images unmixing by mixed distribution considering smooth variation of abundance. 2185-2188 - Jignesh S. Bhatt, Manjunath V. Joshi:
Deep Learning in Hyperspectral Unmixing: A Review. 2189-2192 - Yanzi Shi, Jiaojiao Li, Yunsong Li:
Hyperspectral Target Detection With RoI Feature Transformation. 2193-2196 - Yalan Zheng, Qian Shen, Shikang Tao, Qi Cao, Chenyang Feng, Min Wang:
Risk Assessment of Drinking Water Source Based on High Spatial Resolution Remote Sensing. 2197-2200 - Ping Han, Bin Lu, Bo Zhou, Binbin Han:
Aircraft Target Detection in Polsar Image based on Region Segmentation and Multi-Feature Decision. 2201-2204 - Chunhui Zhao, Chuang Li, Shou Feng, Nan Su:
Spectral-Spatial Stacked Autoencoders Based on the Bilateral Filter for Hyperspectral Anomaly Detection. 2209-2212 - Adam Gauci, Alan Deidun, John Abela, Ernest Cachia, Sean Dimech:
Automatic Benthic Habitat Mapping using Inexpensive Underwater Drones. 2213-2216 - Eshta Ranyal, Kamal Jain:
Detection of Rail Fasteners from Aerial Images Using Deep Convolution Neural Networks. 2217-2220 - Gagandeep Singh, Rahul Mahadik, William K. Mohanty, Aurobinda Routray:
Seismic Fault Analysis Using Curvature Attribute and Visual Saliency. 2221-2224 - Federico Ronci, Corrado Avolio, Mauro di Donna, Massimo Zavagli, Veronica Piccialli, Mario Costantini:
Oil Spill Detection from SAR Images by Deep Learning. 2225-2228 - Wei Hu, Ben Alexander, Wendell Cathcart, Atsushi Hu, Varun Nair, Lin Zuo, Jordan M. Malof, Leslie M. Collins, Kyle Bradbury:
Mapping Electric Transmission Line Infrastructure from Aerial Imagery with Deep Learning. 2229-2232 - Antoine Tadros, Sébastien Drouyer, Rafael Grompone von Gioi, Lucas Carvalho:
Oil Tank Detection in Satellite Images via a Contrario Clustering. 2233-2236 - Aradhya Saini, Ankush Agarwal, Dharmendra Singh:
Feature-Based Template Matching for Joggled Fishplate Detection in Railroad Track with Drone Images. 2237-2240 - Abdulrahman Aljurbua, Kamal Sarabandi:
An Algorithm for Buried Pipeline Detection Using a 3-D Bistatic Imaging Radar. 2241-2243 - Trienko L. Grobler, Waldo Kleynhans, Brian P. Salmon, Christiaan Neil Burger:
Unsupervised Sequential Classification of Modis Time-Series. 2244-2247 - Manil Maskey, Rahul Ramachandran, Iksha Gurung, Muthukumaran Ramasubramanian, Brian Freitag, Aaron Kaulfus, Georgios Priftis, Drew Bollinger, Ricardo Mestre, Daniel da Silva:
Employing Deep Learning to Enable Visual Exploration of Earth Science Events. 2248-2251 - Katrina Virts, Ashlyn Shirey, George Priftis, Kumar Ankur, Muthukumaran Ramasubramanian, Hassan Muhammad, Ashish Acharya, Rahul Ramachandran:
A Quantitative Analysis on the Use of Supervised Machine Learning in Earth Science. 2252-2255 - Jing Zhang, Qin Zhou, Hui Wang, Yuchen Wang, Yunsong Li:
Cloud Detection Using Gabor Filters and Attention-Based Convolutional Neural Network for Remote Sensing Images. 2256-2259 - Mengfan Zhang, Hao Chen, Guanghui Liu, Miao Tian:
Improved Cloud Detection Model Using S-NPP CrIS FSR Data via Machine Learning. 2260-2263 - Yuxuan Wei, Qixuan Liu, Guixu Zhang, Yaxin Peng, Chaomin Shen:
Label Smoothing Technique for Ordinal Classification in Cloud Assessment. 2264-2267 - Zhonggui Tong, Yuxia Li, Yuzhen Li, Kunlong Fan, Yu Si, Lei He:
New Network Based on Unet++ and Densenet for Building Extraction from High Resolution Satellite Imagery. 2268-2271 - Diego Valsesia, Andrea Grippi, Enrico Magli, Roberto Susino, Daniele Telloni, Gianalfredo Nicolini, Marta Casti, Angelo Fabio Mulone, Rosario Messineo:
Detection of Solar Coronal Mass Ejections from Raw Images with Deep Convolutional Neural Networks. 2272-2275 - Konstantina Bereta, Raffaele Grasso, Dimitris Zissis:
Vessel Detection using Image Processing and Neural Networks. 2276-2279 - Bibin Wilson, Nikhil Cherian Kurian, Anand Singh, Amit Sethi:
Satellite-Derived Bathymetry Using Deep Convolutional Neural Network. 2280-2283 - Yady Tatiana Solano Correa, Daniel Carcereri, Francesca Bovolo, Lorenzo Bruzzone:
Large-Scale Precise Mapping of Agricultural Fields in Sentinel-2 Satellite Image Time Series. 2288-2291 - Cong Li, Shuxuan Chen, Kun Sun, Yi Liang:
A Robust Matching Method for Optical and SAR Images Based on Coarse-to-Fine Mechanism. 2292-2295 - Joshua J. Michalenko, Lisa M. Linville, Dylan Z. Anderson:
Multimodal Data Fusion via Entropy Minimization. 2296-2299 - Zahra Sharifnezhad, Hamid Norouzi, Reginald A. Blake, Emmanuel Gil:
A Global Analysis of Passive Microwave Brightness Temperature Diurnal Cycle. 2300-2303 - Vatsala Singh, K. P. Singh:
Development of Statistical Based Decision Tree Algorithm for Mixed Class Classification with Sentinel-2 Data. 2304-2307 - Wei Wang, Genyun Sun, Yanjuan Yao, Aizhu Zhang:
Superpixel Based Spatial and Temporal Adaptive Reflectance Fusion Model. 2308-2311 - Haijin Zeng, Xiaozhen Xie, Jifeng Ning:
Hyperspectral Image Restoration via Global Total Variation Regularized Local Nonconvex Low-Rank Matrix Approximation. 2312-2315 - Wenxia Gan, Jing Geng, Yu Wang, Jinying Xu, Weihang Yu, Huanning Yuan, Rongjun Qin:
Effects of Unbalanced Data on Radiometric Transforming Model Fitting for Relative Radiometric Normalization. 2316-2319 - Álvaro Moreno-Martínez, Emma Izquierdo-Verdiguier, Gustau Camps-Valls, Marco P. Maneta, Jordi Muñoz-Marí, Nathaniel P. Robinson, José E. Adsuara, Manuel Campos, F. Javier García-Haro, Adrián Pérez-Suay, Nicholas Clinton, John S. Kimball, Steven W. Running:
Down-Scaling Modis Vegetation Products with Landsat GAP Filled Surface Reflectance in Google Earth Engine. 2320-2323 - Fang Li, Meiping Song, Chein-I Chang:
Hyperspectral Anomaly Detection Via Band Fusion. 2324-2327 - Biyuan Yan, Yingying Kong:
A Fusion Method of SAR Image and Optical Image Based on NSCT and Gram-Schmidt Transform. 2332-2335 - Takumi Hayashi, Shouhei Kidera:
BI-Directional Processing Algorithm with RPM and WKD Based Doppler Velocity Estimator for 3-D Doppler-Radar Imaging. 2336-2339 - Dong You, Guang-Cai Sun, Mengdao Xing, Yachao Li:
Ship Positioning and Radial Velocity Estimation for Spaceborne SAR Based on Energy Center Extraction. 2340-2343 - Xuyao Tong, Mengdao Xing, Guang-Cai Sun:
An Optimization Algorithm of Moving Targets Refocusing Via Parameter Estimation Dependence of Maximum Sharpness Principle After BP Integral. 2348-2351 - Zhanye Chen, Yan Huang, Jun Wan, Dong Li, Li Li, Zhiqiang Zeng, Shuwei Zhou:
A Novel SAR Image Domain-Ground Moving Target Imaging Method. 2352-2355 - Boyu Li, Guang-Cai Sun, Mengdao Xing:
Clutter Suppression and Moving Target Radial Velocity Estimation Method for HRWS Multichannel System based on Subspace Projection. 2356-2359 - Xiaoxiang Chen, Mengdao Xing, Minghui Wan, Guangcai Sun:
A Sidelobe Reduction Algorithm for SAR Imagery Formed by Fast Back Projection Algorithm Based on Spectrum Compression. 2360-2363 - Byoung-Gyun Lim:
Method for Eliminating Spurious Signal from Deramped SAR Raw Data. 2364-2367 - Dong Han, Liangjiang Zhou, Zekun Jiao, Chen Song, Yirong Wu:
A Fast 3-D Imaging Method for Circular SAR Based on 3-D Back-Projection Algorithm. 2368-2371 - Mou Wang, Shunjun Wei, Jun Shi, Yue Wu, Jiadian Liang, Qizhe Qu:
Linear Array 3-D SAR Sparse Imaging via Convolutional Neural Network. 2372-2375 - Adrian Focsa, Andrei Anghel, Stefan-Adrian Toma, Mihai Datcu:
Synthetic Aperture Radar Focusing Based on Back-Projection and Compressive Sensing. 2376-2379 - Jianbing Xiang, Xiaolei Lv, Xikai Fu, Ye Yun:
Two-Step Bistatic Spaceborne Sliding-Spotlight SAR Imaging Agorithm Based on Accurate Range Model. 2380-2383 - Jiangtao Peng, Fan Jiang, Weiwei Sun, Yicong Zhou:
Cauchy NMF for Hyperspectral Unmixing. 2384-2387 - Linlin Wang, Qiqi Zhu, Wen Zeng, Yanfei Zhong, Qingfeng Guan, Liangpei Zhang, Deren Li:
Semi-Automatic Fully Sparse Semantic Modeling Framework for Hyperspectral Unmixing. 2388-2391 - Yongfa Huang, Jie Li, Lin Qi, Ying Wang, Xinbo Gao:
Spatial-Spectral Autoencoder Networks for Hyperspectral Unmixing. 2396-2399 - Jiayu Bai, Ruyi Feng, Lizhe Wang, Hao Li, Fengpeng Li, Yanfei Zhong, Liangpei Zhang:
Semi-Supervised Hyperspectral Unmixing with Very Deep Convolutional Neural Networks. 2400-2403 - Maofeng Tang, Ying Qu, Hairong Qi:
Hyperspectral Nonlinear Unmixing via Generative Adversarial Network. 2404-2407 - Guichen Zhang, Daniele Cerra, Rupert Müller:
Improving the Classification in Shadowed Areas using Nonlinear Spectral Unmixing. 2408-2411 - Zengfu Hou, Wei Li, Lianru Gao, Bing Zhang, Pengge Ma, Junling Sun:
A Background Refinement Collaborative Representation Method with Saliency Weight for Hyperspectral Anomaly Detection. 2412-2415 - Yuancheng Huang, Yuanyuan Xue, Yuanchao Su, Shanshan Han:
Hyperspectral Anomaly Detection Based on Isolation Forest with Band Clustering. 2416-2419 - Tao Jiang, Weiying Xie, Yunsong Li, Qian Du:
Discriminative Semi-Supervised Generative Adversarial Network for Hyperspectral Anomaly Detection. 2420-2423 - Yuxiang Zhang, Kai He, Yanni Dong, Ke Wu, Tao Chen:
Joint Sparse Representation and Multitask Learning for Hyperspectral Anomaly Detection. 2424-2427 - Chenlu Wei, Zhiyu Jiang, Yuan Yuan:
Weighted Hierarchical Sparse Representation for Hyperspectral Target Detection. 2428-2431 - Jie Chen, Hongju Cao, Shuhan Chen, Chein-I Chang:
A Fast Low Rank Approximation and Sparsity Representation Approach to Hyperspectral Anomaly Detection. 2432-2435 - Xiaoying Chen, Xiuxiu Wang, Chubing Guo, Chao Chen, Shuiping Gou, Tao Yu, Changzhe Jiao:
Hyperspectral Target Detection via Multiple Instance LSTM Target Localization Network. 2436-2439 - Youngwook Kim, Ibrahim Alnujaim, Sungjin You, Byung Jang Jeong:
Human Detection with Range-Doppler Signatures Using 3D Convolutional Neural Networks. 2440-2442 - Yijian Liu, Junli Yang, Wenqian Cui:
Simple, Fast, Accurate Object Detection based on Anchor-Free Method for High Resolution Remote Sensing Images. 2443-2446 - Puyang Shao, Xiaoqi Lu, Pingping Huang, Wei Xu, Yifan Dong:
Impact Analysis of Radio Frequency Interference on SAR Image Ship Detection Based on Deep Learning. 2447-2450 - Anca Cristea, A. Malin Johansson, Natalya A. Filimonova, Dmitry V. Ivonin, Nicholas Hughes, Anthony P. Doulgeris, Camilla Brekke:
Towards Automatic Detection of Dark Features in the Barents Sea using Synthetic Aperture Radar. 2455-2458 - Zhongming Luo, Xue Jiang, Xingzhao Liu:
Synthetic Minority Class Data by Generative Adversarial Network for Imbalanced SAR Target Recognition. 2459-2462 - Yinan Mao, Ziqiang Chen, Hongkun Dou, Danpei Zhao, Ziming Liu:
Multi-Scale Remote Sensing Targets Detection with Rotated Feature Pyramid. 2463-2466 - Rufei Wang, Fanyun Xu, Qian Zhang, Jifang Pei, Yulin Huang, Jianyu Yang:
Harbor Detection in SAR Images Based on Multidirectional One-Dimensional Scanning. 2467-2470 - Guofei Li, Gang Zhang, Hanlin Qin, Yi Liang:
A Non-Linearly Moving Ship Autofocus Method Under Hybrid Coordinate System. 2471-2474 - Yue Zhou, Xue Jiang, Zhou Li, Xingzhao Liu:
SAR Target Classification with Limited Data via Data Driven Active Learning. 2475-2478 - Yue Wu, Shun-Jun Wei, Mou Wang, Jiadian Liang, Xiaoling Zhang:
Efficient Insar Imaging Based on Frequency-Domain Back Projection Algorithm. 2479-2482 - Jiadian Liang, Shunjun Wei, Mou Wang, Hao Su, Jun Shi, Xiaoling Zhang:
ISAR Compressive Sensing Imaging Using Convolution Neural Network with Interpretable Optimization. 2483-2486 - Stacey A. Huang, Howard A. Zebker:
An Analytical Framework for Understanding Persistent Scatterer Incidence in INSAR Imagery with Bandwidth and Wavelength. 2487-2490 - Yiqun Pan, Ling Tong, Yuxia Li, Fanghong Xiao, Haoyu Wang:
High-Resolution Optical and SAR Image Registration Using Local Self-Similar Descriptor Based on Edge Feature. 2491-2494 - Valeria Belloni, Marco di Tullio, Roberta Ravanelli, Francesca Fratarcangeli, Andrea Nascetti, Mattia Crespi:
COSMO-SkyMed Range Measurements for Displacement Monitoring Using Amplitude Persistent Scatterers. 2495-2498 - Xingxing Liao, Mingming Xu, Kun Li, Zhe Liu:
A Robust Ambiguity Removal Method for Staggered SAR. 2499-2502 - Nuno Ferreira, Margarida Silveira:
Ship Detection in SAR Images Using Convolutional Variational Autoencoders. 2503-2506 - Andrea Bordone Molini, Diego Valsesia, Giulia Fracastoro, Enrico Magli:
Towards Deep Unsupervised Sar Despeckling with Blind-Spot Convolutional Neural Networks. 2507-2510 - Ning Lv, Hongxiang Ma, Chen Chen, Qingqi Pei, Yang Zhou, Fenglin Xiao, Ji Li:
Remote Sensing Data Augmentation Through Adversarial Training. 2511-2514 - Jose Luis Holgado Alvarez, Mahdyar Ravanbakhsh, Begüm Demir:
S2-CGAN: Self-Supervised Adversarial Representation Learning for Binary Change Detection in Multispectral Images. 2515-2518 - Xi Chen, Yaokui Cui, Changjun Wen, Mingxuan Zheng, Yuan Gao, Jing Li:
Flood Mapping with SAR and Multi-Spectral Remote Sensing Images Based on Weighted Evidential Fusion. 2519-2522 - Rizwan Ahmed Ansari, Winnie Thomas, Rakesh Malhotra, Krishna Mohan Buddhiraju:
A GPU Accelerated Contourlet Method for Detecting Changes Due to Fire Using Remote Sensing. 2523-2526 - Feng Zhou, Zhao Chen:
Hyperspectral Image Change Detection by Self-Supervised Tensor Network. 2527-2530 - Jingyi Cao, Yanan You, Yuanyong Ning, Wenli Zhou:
Change Detection Network of Nearshore Ships for Multi-Temporal Optical Remote Sensing Images. 2531-2534 - Daoye Zhu, Yi Yang, Weixin Zhai, Fuhu Ren, Chengqi Cheng, Min Huang:
Geosot Grid Remote Sensing Intelligent Interpretation Model based on Fine-Tuning Resnet-18: A Case Study of Construction Land. 2535-2538 - Fan Mou, Danyang Wang, Jiaxi Liu, Zezhong Zheng, Liming Jiang, Guoqing Zhou, Fangrong Zhou:
Change of Glacial Lake in Karakoram Range. 2539-2542 - Mengxi Liu, Qian Shi, Penghua Liu, Cheng Wan:
Siamese Generative Adversarial Network for Change Detection Under Different Scales. 2543-2546 - Rongfang Wang, Weidong Wang, Jiawei Chen, Licheng Jiao, Hongxia Hao:
A Deep Generalized Correlation Network for Bitemporal Image Change Detection. 2547-2550 - Rongfang Wang, Fan Ding, Jiawei Chen, Licheng Jiao, Liang Wang:
A Lightweight Convolutional Neural Network for Bitemporal Image Change Detection. 2551-2554 - Preston J. Hartzell, Craig L. Glennie:
Propagated Uncertainty for Horizontal Ground Motion Derived from Multi-Temporal Digital Elevation Models. 2555-2558 - Heeji Im, Hoeseok Yang:
Improvement of CNN-Based Road Extraction from Satellite Images via Morphological Image Processing. 2559-2562 - Noman Mustafa, Juanping Zhao, Zeyu Liu, Zenghui Zhang, Wenxian Yu:
Iron ORE Region Segmentation Using High-Resolution Remote Sensing Images Based on Res-U-Net. 2563-2566 - Lihong Su, Yuxia Huang, Zhiyong Hu:
AN EMPIRICAL STUDY ON FULLY CONVOLUTIONAL NETWORK AND HYPERCOLUMN METHODS FOR UAV REMOTE SENSING IMAGERY CLASSIFICATION. 2567-2570 - Xiaoxiong Zheng, Tao Chen:
Segmentation of High Spatial Resolution Remote Sensing Image based On U-Net Convolutional Networks. 2571-2574 - Jichao Li, Chubing Guo, Shuiping Gou, Yuanbo Chen, Miao Wang, Jiawei Chen:
Ship Segmentation on High-Resolution Sar Image by a 3D Dilated Multiscale U-Net. 2575-2578 - Xiaoyan Lu, Yanfei Zhong, Zhuo Zheng:
A Novel Global-Aware Deep Network for Road Detection of Very High Resolution Remote Sensing Imagery. 2579-2582