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ORCIDIGARSS 2022: Kuala Lumpur, Malaysia
- IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2022, Kuala Lumpur, Malaysia, July 17-22, 2022. IEEE 2022, ISBN 978-1-6654-2792-0
- Cristiano Tolomei, Lisa Beccaro
, Matteo Albano, Christian Bignami, Giuseppe Pezzo:
Interferometric Analysis of the Phenomena Induced by the December 2018 Lateral Eruption of the Etna Volcano. 1-3 - Dhruv Patidar, Nitin Sharma:
Identifying corresponding SAR-Optical patches using Inception-inspired Pseudo-Siamese CNN. 1-4 - Yan Jin, Zezhong Wang, Jiankun Chen, Xiaolan Qiu:
A Comparative Study of Multi-Band Polarimetric SAR Images Based on Deep Learning and H-Alpha-Wishart Classification Method. 1-4 - Maral Bayaraa, Brian Sheil, Cristian Rossi:
Comparison of Insar and Numerical Modelling for Tailings Dam Monitoring the Cadia Failure, Australia. 4-7 - Markus Even:
A Study on Algorithms and Parameter Settings for DS Preprocessing, Part 2. 8-11 - Scott Hensley, Mark S. Wallace, Jan Martin, Dragana Perkovic-Martin, Suzanne Smrekar, Marwan Younis, Marie Lachaise, Pau Prats, Marc Rodriguez, Howard A. Zebker, Bruce Campbell, Marco Mastrogiuseppe:
Planned Differential Interferometric SAR Observations at Venus by the Veritas Mission. 12-15 - Tauri Tampuu, Francesco De Zan, Robert Shau, Jaan Praks, Marko Kohv, Ain Kull:
CAN Bog Breathing be Measured by Synthetic Aperture Radar Interferometry. 16-19 - Philip Conroy, Simon A. N. van Diepen, Freek J. van Leijen, Ramon F. Hanssen:
Hybrid InSAR Processing for Rapidly Deforming Peatlands Aided by Contextual Information. 20-23 - Behnood Rasti, Bikram Koirala, Paul Scheunders:
Sparse Unmixing using Deep Convolutional Networks. 24-27 - Behnood Rasti, Bikram Koirala, Paul Scheunders, Jocelyn Chanussot:
Deep Blind Unmixing using Minimum Simplex Convolutional Network. 28-31 - Edisanter Lo, Emmett J. Ientilucci:
Hyperspectral Target Detection Using Neural Networks. 32-35 - Michael Recla, Michael Schmitt:
On the Transferability of Single Image Height Estimation for SAR Intensity Imagery. 36-39 - Ipshita Priyadarsini Pradhan, Dericks Praise Shukla:
Assessment of the Accuracy of Satellite-Derived Land Surface Temperature with IMD In-Situ Air Temperature: A Case Study for Kullu Region, Himachal Pradesh, India. 40-43 - Bruna Gregory Palm, Saleh Javadi, Fábio M. Bayer, Viet Thuy Vu, Mats I. Pettersson:
Inflated Rayleigh Distribution for SAR Imagery Modeling. 44-47 - Marwan Younis, Felipe Queiroz de Almeida, Tobias Bollian, Michelangelo Villano, Gerhard Krieger:
Synthetic Aperture Radar Frequency Scan for Time-of-Echo Compression Imaging Mode. 48-51 - Sanhita Guha, Mihai Datcu, Joachim Ender:
Sar Super-Resolution Using Physics-Aware Adaptive Compressed Sensing. 52-55 - Yao Sun, Lichao Mou, Yuanyuan Wang, Xiao Xiang Zhu:
Bounding Box Regression Network for Building Height Retrieval Using a Single SAR Image. 56-59 - Muhammad Azzam A. Wahab, Md Nazri Safar, Siti Atikah Mohamed Hashim:
SAR2SAR Denoise Method on Land Use and Land Cover in Malaysia Using Sentinel-1 Imagery. 60-63 - Saleh Javadi, Bruna G. Palm, Viet Thuy Vu, Mats I. Pettersson:
Performance Evaluation of Unsupervised Coregistration Algorithms for Multitemporal SAR Images. 64-67 - Gustavo D. Martín del Campo-Becerra, Eduardo Torres-García, Sergio Alejandro Serafín-García, Deni Librado Torres-Román, Andreas Reigber:
Regularization Parameter Selection for Tomosar Imaging with Single and Dual Polarimetric Observations. 68-71 - Subhadip Dey, Avik Bhattacharya:
Revisiting the Dual Polarization Alpha Using the Deschamps Parameter. 72-75 - Phan Viet Hoa Vu, Frédéric Brigui, Arnaud Breloy, Yajing Yan, Guillaume Ginolhac:
A New Phase Linking Algorithm for Multi-temporal InSAR based on the Maximum Likelihood Estimator. 76-79 - Urvi Shroff, Bindi Dave, Shiv Mohan:
Improved Detection of Lunar Water Ice Using Supervised Machine Learning Approach. 80-83 - Nicole L. Bienert, Mark S. Haynes, Dustin M. Schroeder, Robert M. Beauchamp:
SFMCW Orthogonal Wave Beamforming Concept for Distributed Orbital Sounding. 84-87 - Seyed Hamidreza Mousavi, Seyed Majid Azimi:
A Deep Curriculum Learner in an Active Learning Cycle for Polsar Image Classification. 88-91 - Wenhao Luo, Yee Hui Lee, Abdulkadir C. Yucel, Genevieve Ow, Mohamed Lokman Mohd Yusof:
SFCW GPR Tree Roots Detection Enhancement by Time-Frequency Analysis in Tropical Areas. 92-95 - Bernd Arendt, Alexander Grathwohl, Christian Waldschmidt, Thomas Walter:
Influence of Vegetation on the Detection of Shallowly Buried Objects with a UAV-Based GPSAR. 100-103 - Leon Steinbeck, Achim Mester, Christian Roth, Egon Zimmermann, Anja Klotzsche, Stefan van Waasen:
Evaluation of Internal Signal Reflections for an in Situ Calibration of a Ground Penetrating Radar Monitoring System. 104-106 - Ryuta Imai, Yicheng Song, Ryo Natsuaki, Akira Hirose:
Proposal of Detection of Subsurface Objects with Model-Based Homogeneity to Extend Compressed Sensing. 107-110 - Michele Ambrosanio, Stefano Franceschini, Maria Maddalena Autorino, Vito Pascazio:
Neural Networks for Optimal Initial Guess Selection in Nonlinear Microwave Subsurface Imaging. 111-114 - Mohamed Abderrazak Cherif, Jean-Philippe Bauchet, Yuliya Tarabalka, Isabelle Manighetti:
Vector Maps Fusion for Reliable Mapping of Building Footprints. 115-118 - Maciej Ziaja, Jakub Nalepa, Michal Kawulok:
Data Augmentation for Multi-Image Super-Resolution. 119-122 - Fauzy Othman, Phil Bartie, Benjamin Kenwright:
A Review of Point Clouds Deep Learning Fusion for Unmanned Aerial Data Systems. 123-126 - David Solarna, Luca Maggiolo, Gabriele Moser, Sebastiano B. Serpico:
A Tiling-Based Strategy for Large-Scale Multisensor Optical-Sar Image Registration. 127-130 - Ngoc Long Nguyen, Jérémy Anger, Axel Davy, Pablo Arias, Gabriele Facciolo:
Self-Supervised Push-Frame Super-Resolution With Detail-Preserving Control And Outlier Detection. 131-134 - Poliyapram Vinayaraj, Jeremiah Luke Anderson, Mayank Bansal:
A Multi-Task Deep Learning Model for Population and LULC (M2PL-NET) Prediction with Scaling to a People Flow Grid. 135-138 - Yi Wang, Conrad M. Albrecht, Xiao Xiang Zhu:
Self-Supervised Vision Transformers for Joint SAR-Optical Representation Learning. 139-142 - Advait Kumar, Dipesh Tamboli, Shivam Pande, Biplab Banerjee:
RSINet: Inpainting Remotely Sensed Images Using Triple GAN Framework. 143-146 - Shivam Pande, Biplab Banerjee:
Feedback Convolution Based Autoencoder for Dimensionality Reduction in Hyperspectral Images. 147-150 - Giorgia Guerrisi, Fabio Del Frate, Giovanni Schiavon:
Convolutional Autoencoder Algorithm for On-Board Image Compression. 151-154 - Taeheon Kim, Yerin Yun, Changhui Lee, Junho Yeom, Youkyung Han:
Image Registration of Very-High-Resolution Satellite Images Using Deep Learning Model for Outlier Elimination. 155-158 - Jueon Park, Taeheon Kim, Aisha Javed, Changhui Lee, Youkyung Han:
Building Impact Analysis for Very-High-Resolution Image Co-Registration. 159-162 - Tetsushi Yamada, Simone Di Santo:
Instance Segmentation of Piled Rock Particles Based on Mask R-CNN. 163-166 - Osmar Luiz Ferreira de Carvalho, Osmar A. de Carvalho Júnior, Anesmar Olino de Albuquerque, Argélica Saiaka Luiz, Níckolas Castro Santana, Díbio Leandro Borges:
Panoptic Segmentation Using Multispectral Worldview-3 Images in Beach Areas. 167-170 - Qingyu Li, Yilei Shi, Xiao Xiang Zhu:
Feature and Output Consistency Training for Semi-Supervised Building Footprint Generation. 171-174 - Tomasz Tarasiewicz, Lukasz Tulczyjew, Michal Myller, Michal Kawulok, Nicolas Longépé, Jakub Nalepa:
Extracting High-Resolution Cultivated Land Maps from Sentinel-2 Image Series. 175-178 - Abdul Basit, Muhammad Khurram Bhatti, Mohsen Ali, Tooba Fatima, Brent Minchew, Muhammad Adnan Siddique:
Deep Learning for Monitoring Glacial Lakes Formation using Sentinel 2 Multispectral Data. 179-182 - Christoph Koller, Muhammad Shahrad, Xiao Xiang Zhu:
Uncertainty-Guided Representation Learning in Local Climate Zone Classification. 183-186 - Trevor M. Bajkowski, J. Alex Hurt, Curt H. Davis, Grant J. Scott:
Classification of an 8-Band Multi-Spectral Dataset Using DCNNs with Weight Initializations Derived from Pre-Trained RGB Networks. 187-190 - Fan Fan, Yilei Shi, Xiao Xiang Zhu:
Earth Observation Data Classification with Quantum-Classical Convolutional Neural Network. 191-194 - Baptiste Lafabregue, Anne Puissant, Jonathan Weber, Germain Forestier:
Deep Clustering Methods Study Applied to Satellite Images Time Series. 195-198 - Kasra Rafiezadeh Shahi, Pedram Ghamisi, Behnood Rasti, Paul Scheunders, Richard Gloaguen:
Hyperspectral Clustering Using Atrous Spatial-Spectral Convolutional Network. 199-202 - Rocco Sedona, Claudia Paris, Liang Tian, Morris Riedel, Gabriele Cavallaro:
An Automatic Approach for the Production of a Time Series of Consistent Land-Cover Maps Based on Long-Short Term Memory. 203-206 - Wele Gedara Chaminda Bandara, Vishal M. Patel:
A Transformer-Based Siamese Network for Change Detection. 207-210 - Sol Cummings, Lukas Kondmann, Xiao Xiang Zhu:
Siamese Attention U-Net for Multi-Class Change Detection. 211-214 - Konstantinos Vlachos, Anastasia Moumtzidou, Ilias Gialampoukidis, Stefanos Vrochidis, Ioannis Kompatsiaris:
A Temporal Deep Convolutional Neural Network Model on Sentinel-1 Image Time Series for Pixel-Wise Flood Classification. 215-218 - Adrian Bauer, Jens Oberbossel, Stefan Sander, Anton Kummert:
WUP-CD: Towards 2.5D Data for Deep Learning Building Change Detection. 219-222 - Ali Ismail, Mariette Awad:
Towards Cross-Disaster Building Damage Detection with Graph Convolutional Networks. 223-226 - Zhenghang Yuan, Lichao Mou, Xiao Xiang Zhu:
Change-Aware Visual Question Answering. 227-230 - Burak Ekim, Michael Schmitt:
Mapinwild: A Dataset for Global Wilderness Mapping. 231-234 - Yuya Matsumoto, Ryo Natsuaki, Akira Hirose:
Proposal of PolSAR Land Classification Using Full-Learning Quaternion Convolutional Neural Networks. 235-238 - Bartosz Grabowski, Maciej Ziaja, Michal Kawulok, Marcin Cwiek, Tomasz Lakota, Nicolas Longépé, Jakub Nalepa:
Are Cloud Detection U-Nets Robust Against in-Orbit Image Acquisition Conditions? 239-242 - Dominik Koßmann, Viktor Brack, Thorsten Wilhelm:
Seasonet: A Seasonal Scene Classification, Segmentation and Retrieval Dataset for Satellite Imagery Over Germany. 243-246 - Tsenjung Tai, Masato Toda:
Domain Adaptation for SAR Target Recognition with Limited Training Data Via Rigid Transformation-Based Feature Conversion. 247-250 - Gencer Sumbul, Jun Xiang, Nimisha Thekke Madam, Begüm Demir:
A Novel Framework to Jointly Compress and Index Remote Sensing Images for Efficient Content-Based Retrieval. 251-254 - Shoki Shimada, Wataru Takeuchi:
A Machine-Learning Based Scheme for Solar PV Detection Using Medium-Resolution Satellite Images in Vietnam. 255-258 - Soronzonbold Otgonbaatar, Mihai Datcu, Begüm Demir:
Causality for Remote Sensing: An Exploratory Study. 259-262 - Marcel Aach, Rocco Sedona, Andreas Lintermann, Gabriele Cavallaro, Helmut Neukirchen, Morris Riedel:
Accelerating Hyperparameter Tuning of a Deep Learning Model for Remote Sensing Image Classification. 263-266 - Nassim Ait Ali Braham, Lichao Mou, Jocelyn Chanussot, Julien Mairal, Xiao Xiang Zhu:
Self Supervised Learning for Few Shot Hyperspectral Image Classification. 267-270 - Jihan Alameddine, Kacem Chehdi, Claude Cariou:
Unsupervised and Automatic Training Samples Selection Method. 271-274 - Emmanuel Capliez, Dino Ienco, Raffaele Gaetano, Nicolas N. Baghdadi, Adrien Hadj-Salah:
Unsupervised Domain Adaptation Methods for Land Cover Mapping with Optical Satellite Image Time Series. 275-278 - Ferdaous Chaabane, Safa Réjichi, Florence Tupin:
Self Attention Deep Graph CNN Classification of Times Series Images for Land Cover Monitoring. 279-282 - Eleanor Brealy, James Flynn, Adrian Luckman:
Multi-Criteria Approach Using Neural Networks, GIS, and Remote Sensing to Identify Households Suitable for Electric Vehicle Charging. 283-286 - Qi Jing, Yuting Chen, Hui Lin:
Framework of Twin Virtual Geographic Environment. 287-290 - Barbara Schweißhelm, Marie Lachaise:
Calibration of the Tandem-X Craw DEMs for the Tandem-X DEM Change Maps Generation. 291-294 - Mohammad Mousavi, Andreas Colliander, R. Scott Dunbdar, Simon H. Yueh, Dara Entekhabi:
Revisiting and Cleaning The Available SMAP SAR L-Band Dataset Using an Outlier Detection Algorithm. 295-298 - David Huangal, Grant J. Scott, Stanton R. Price:
Evaluation of Road Segmentation Techniques on Visible and Infrared Low-Altitude UAS Imagery. 299-302 - Jonas Gütter, Julia Niebling, Xiao Xiang Zhu:
Analysing the Interactions Between Training Dataset Size, Label Noise and Model Performance in Remote Sensing Data. 303-306 - Aurélien Colin, Charles Peureux, Romain Husson, Ronan Fablet, Pierre Tandeo:
Segmentation of Rainfall Regimes by Machine Learning on a Colocalized Nexrad/Sentinel-1 Dataset. 307-309 - Osmar Luiz Ferreira de Carvalho, Osmar A. de Carvalho Júnior, Anesmar Olino de Albuquerque, Argélica Saiaka Luiz, Níckolas Castro Santana, Díbio Leandro Borges:
Beyond the Visible Pixels Using Semantic Amodal Segmentation in Remote Sensing Images. 310-313 - Nicholas R. Leach, Philip Popien, Maxwell C. Goodman, Beth Tellman:
Leveraging convolutional neural networks for semantic segmentation of global floods with PlanetScope imagery. 314-317 - Fahong Zhang, Yilei Shi, Xiao Xiang Zhu:
Domain-Agnostic Domain Adaption for Building Footprint Extraction. 318-321 - Christian Ayala, Carlos Aranda, Mikel Galar:
Pushing the Limits of Sentinel-2 for Building Footprint Extraction. 322-325 - Bikram Koirala, Paul Scheunders:
A Robust Supervised Method to Estimate Chlorophyll Ab Content from Spectral Reflectance. 326-329 - Tee-Ann Teo, Yu-Ju Fu:
Analysis of Spectral Simulation Using Different Spectral Libraries. 334-337 - Chandrabali Karmakar, Ana Antunes, Mihai Datcu:
Achieving Information Super-resolution for Sentinel-2 NDVI Through Gaussian Process Regression. 338-341 - T. Miraglia, Nicholas C. Coops:
Surehyp: A Python Package To Retrieve Surface Reflectance From Hyperion Imagery. 342-345 - Maitrik Shah, Mehul S. Raval, Srikrishnan Divakaran:
A Deep Learning Perspective to Atmospheric Correction of Satellite Images. 346-349 - Yang Yu, Wataru Takeuchi:
Analysis of SAR Backscatter Intensity Characteristics for Inverse Estimation of Earthquake-Damaged Buildings. 350-353 - Suyun Wang, Takayoshi Yamada, Kun-Shan Chen, Yasuko Kasai:
Terahertz Scattering and Emission from the Lunar Surface. 354-357 - Ryuma Saito, Motoyuki Sato:
Perfomance Evaluaion of Full-Polarimetric MIMO GPR. 358-360 - Amarsaikhan Tsogtbaatar, Ryuma Saito, Motoyuki Sato:
3D Subsurface Imaging by Array Yakumo GPR Equipped with RTK GNSS. 361-364 - Matthieu Gallet, Ammar Mian, Guillaume Ginolhac, Nickolas Stelzenmuller:
Classification of GPR Signals Via Covariance Pooling on CNN Features Within a Riemannian Framework. 365-368 - S. Chawla, Chandrakanta Ojha, Manoochehr Shirzaei:
Investigating Surface Deformation and Groundwater Dynamics using InSAR Observation over Southern Part of Punjab, India. 369-372 - Mohamed Yahia, Tarig Ali, Mohammad Maruf Mortula, Riadh Abdelfattah:
On MMSE Speckle Filtering of Polsar Images. 373-376 - Reza Bordbari, Andrew J. Hooper:
Improved Orientation Compensation of Polarimetric Scattering Targets Using a Phenomenological Approach. 377-380 - Ajeet Kumar, Elisa Giusti, Francesco Mancuso, Marco Martorella:
Polarimetric Interferometric ISAR Based 3-D Imaging of Non-Cooperative Target. 385-388 - Shiyu Luo, Ling Tong:
A Fast Algorithm for the Sample of PolSAR Data Generation Based on the Wishart Distribution and Chaotic Map. 389-392 - Neil Saxena, Maneesha Gupta, Jahnavi T. Patel:
Algorithm to Estimate Scalloping & Banding in Scansar Images and Deep Learning Based Descalloping Technique. 393-396 - Marco Polcari, Simone Atzori, Irene Munafò:
A Study on Light-to-Moderate Earthquakes Based on Moment Tensor Solutions and Remote Sensing Insar Data. 397-400 - Malsha V. Perera, Wele Gedara Chaminda Bandara, Jeya Maria Jose Valanarasu, Vishal M. Patel:
SAR Despeckling Using Overcomplete Convolutional Networks. 401-404 - John Stephen Kayode, M. N. M. Nawawi, Yusri Yusup, A. E. Khalil, M. H. Arifin:
Distributions of Subsurface Anomaly Patterns Using Machine Learning Tools. 405-408 - Dino Ienco, Kenji Ose:
Combine Histogram Matching and Domain Adaptation to Cope with Temporal Transfer Learning for the Semantic Segmentation of VHR Images. 409-412 - Yuding Wang, Kacem Chehdi, Claude Cariou, Benoît Vozel:
Data Stream Unsupervised Partitioning Method. 413-416 - Georgios Voulgaris, Andrew Philippides, Novi Quadrianto:
Deep Learning Robustness to Domain Shifts During Seasonal Variations. 417-420 - Reza Mohammadi Asiyabi, Mihai Datcu, Holger Nies, Andrei Anghel:
Complex-Valued Vs. Real-Valued Convolutional Neural Network for Polsar Data Classification. 421-424 - Suman Anand, Mandar K. Bivalkar, Shailza Gotra, Vineet Singh, Dharmendra Singh:
An Approch to Detect Low and High Dielectric Targets Behind the Wall with Through-Wall Imaging System. 425-428 - Koushikey Chhapariya, Krishna Mohan Buddhiraju, Anil Kumar:
Hyperspectral Salient Object Detection Using Extended Morphology with CNN. 429-432 - Juyoung Song, Duk-jin Kim:
AZIMUTH SHIFT COMPENSATION ON SAR IMAGE-BASED VESSEL DETECTION. 433-436 - Loretta Ichim, R. Ciciu, Dan Popescu:
Using Drones and Deep Neural Networks to Detect Halyomorpha Halys in Ecological Orchards. 437-440 - Yu-Shi Guo, Heng-Chao Li, Wen-Shuai Hu, Wei-Ye Wang:
SAR Image Data Augmentation via Residual and Attention-Based Generative Adversarial Network for Ship Detection. 439-442 - Esra Yildirim, Mertcan Nazar, Umut Günes Sefercik, Taskin Kavzoglu:
Stone Pine (Pinus Pinea L.) Detection from High-Resolution UAV Imagery Using Deep Learning Model. 441-444 - Nathan Paillou, Laetitia Thirion-Lefevre, Régis Guinvarc'h:
Presentation of a Novel Approach to Combine Multisensor Data Using the Differential Entropy. 445-448 - Chin-Jin Kuo, Bao-Hua Shao, Nan-Chang Lo, Kai-Yi Huang:
Applying Computer Vision to Distinguish The Spatial Distribution of Mlkania Micrantha Via Multitemporal Uav Images. 449-452