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2020 – today
- 2024
[j67]Zeyu Wang, Feng Zhang, Chuyi Wu, Junshi Xia:
Rapid mapping of volcanic eruption building damage: A model based on prior knowledge and few-shot fine-tuning. Int. J. Appl. Earth Obs. Geoinformation 126: 103622 (2024)- [j66]Naoto Yokoya, Junshi Xia, Clifford Broni-Bediako:
Submeter-level land cover mapping of Japan. Int. J. Appl. Earth Obs. Geoinformation 127: 103660 (2024) - [j65]Shanchuan Guo
, Yu Chen, Peng Zhang, Wei Zhang, Pengfei Tang, Hong Fang, Junshi Xia, Peijun Du:
Estimates and dynamics of surface water extent in the Yangtze Plain from Sentinel-1&2 observations. Int. J. Appl. Earth Obs. Geoinformation 134: 104155 (2024) - [j64]Hongruixuan Chen, Cuiling Lan, Jian Song, Clifford Broni-Bediako, Junshi Xia, Naoto Yokoya:
ObjFormer: Learning Land-Cover Changes From Paired OSM Data and Optical High-Resolution Imagery via Object-Guided Transformer. IEEE Trans. Geosci. Remote. Sens. 62: 1-22 (2024) - [j63]Hongruixuan Chen, Jian Song, Chengxi Han, Junshi Xia, Naoto Yokoya:
ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space Model. IEEE Trans. Geosci. Remote. Sens. 62: 1-20 (2024) - [j62]Reo Iizuka, Junshi Xia, Naoto Yokoya:
Frequency-Based Optimal Style Mix for Domain Generalization in Semantic Segmentation of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j61]Ting Xu, Ting-Zhu Huang, Liang-Jian Deng, Jin-Liang Xiao, Clifford Broni-Bediako, Junshi Xia, Naoto Yokoya:
A Coupled Tensor Double-Factor Method for Hyperspectral and Multispectral Image Fusion. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - [c34]Clifford Broni-Bediako, Junshi Xia, Naoto Yokoya:
Unsupervised Domain Adaptation Architecture Search with Self-Training for Land Cover Mapping. CVPR Workshops 2024: 543-553 - [c33]Naoto Yokoya, Junshi Xia, Clifford Broni-Bediako, Jian Song, Hongruixuan Chen:
OpenEarthMap Benchmark Suite and Its Applications. IGARSS 2024: 959-962 - [c32]Damian Ibañez, Junshi Xia, Naoto Yokoya:
When Daformer Meets Multi-Modality Datasets. IGARSS 2024: 8135-8138 - [i12]Hongruixuan Chen, Jian Song, Chengxi Han, Junshi Xia, Naoto Yokoya:
ChangeMamba: Remote Sensing Change Detection with Spatio-Temporal State Space Model. CoRR abs/2404.03425 (2024) - [i11]Clifford Broni-Bediako, Junshi Xia, Naoto Yokoya:
Unsupervised Domain Adaptation Architecture Search with Self-Training for Land Cover Mapping. CoRR abs/2404.14704 (2024) - [i10]Jian Song, Hongruixuan Chen, Weihao Xuan, Junshi Xia, Naoto Yokoya:
SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery. CoRR abs/2406.18151 (2024) - [i9]Clifford Broni-Bediako, Junshi Xia, Jian Song, Hongruixuan Chen, Mennatullah Siam, Naoto Yokoya:
Generalized Few-Shot Semantic Segmentation in Remote Sensing: Challenge and Benchmark. CoRR abs/2409.11227 (2024) - 2023
- [j60]Junshi Xia, Naoto Yokoya, Bruno Adriano, Keiichiro Kanemoto:
National high-resolution cropland classification of Japan with agricultural census information and multi-temporal multi-modality datasets. Int. J. Appl. Earth Obs. Geoinformation 117: 103193 (2023) - [j59]Lingfei Shi, Feng Zhang, Junshi Xia, Jibo Xie:
Scene-level buildings damage recognition based on Cross Conv-Transformer. Int. J. Digit. Earth 16(2): 3987-4007 (2023) - [j58]Simona Niculescu, Junshi Xia, Dar A. Roberts:
Editorial for Special Issue "Remote Sensing for Coastal and Aquatic Ecosystems' Monitoring and Biodiversity Management". Remote. Sens. 15(3): 766 (2023) - [c31]Junshi Xia, Naoto Yokoya, Bruno Adriano, Clifford Broni-Bediako:
OpenEarthMap: A Benchmark Dataset for Global High-Resolution Land Cover Mapping. WACV 2023: 6243-6253 - [i8]Clifford Broni-Bediako, Junshi Xia, Naoto Yokoya:
Real-Time Semantic Segmentation: A Brief Survey & Comparative Study in Remote Sensing. CoRR abs/2309.06047 (2023) - [i7]Hongruixuan Chen, Cuiling Lan, Jian Song, Clifford Broni-Bediako, Junshi Xia, Naoto Yokoya:
Land-cover change detection using paired OpenStreetMap data and optical high-resolution imagery via object-guided Transformer. CoRR abs/2310.02674 (2023) - [i6]Naoto Yokoya, Junshi Xia, Clifford Broni-Bediako:
Submeter-level Land Cover Mapping of Japan. CoRR abs/2311.11252 (2023) - 2022
- [j57]Pengfei Tang, Peijun Du, Junshi Xia, Peng Zhang, Wei Zhang:
Channel Attention-Based Temporal Convolutional Network for Satellite Image Time Series Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j56]Lianchong Zhang, Junshi Xia:
Flood Detection Using Multiple Chinese Satellite Datasets during 2020 China Summer Floods. Remote. Sens. 14(1): 51 (2022) - [j55]Ruilin Yang, Feng Zhang, Junshi Xia, Chuyi Wu:
Landslide Extraction Using Mask R-CNN with Background-Enhancement Method. Remote. Sens. 14(9): 2206 (2022) - [j54]Jian Kang, Zhirui Wang, Ruoxin Zhu, Junshi Xia, Xian Sun, Rubén Fernández-Beltran, Antonio Plaza:
DisOptNet: Distilling Semantic Knowledge From Optical Images for Weather-Independent Building Segmentation. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j53]Junshi Xia, Naoto Yokoya, Gerald Baier:
DML: Differ-Modality Learning for Building Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [c30]Sara Akodad, Lionel Bombrun, Maria Puscasu, Junshi Xia, Christian Germain, Yannick Berthoumieu:
Deep Ensemble Learning Model Based on Covariance Pooling of Multi-Layer CNN Features. ICIP 2022: 1081-1085 - [i5]Junshi Xia, Naoto Yokoya, Bruno Adriano, Clifford Broni-Bediako:
OpenEarthMap: A Benchmark Dataset for Global High-Resolution Land Cover Mapping. CoRR abs/2210.10732 (2022) - 2021
- [j52]Wei Feng, Yinghui Quan, Gabriel Dauphin, Qiang Li, Lianru Gao, Wenjiang Huang, Junshi Xia, Wentao Zhu, Mengdao Xing:
Semi-supervised rotation forest based on ensemble margin theory for the classification of hyperspectral image with limited training data. Inf. Sci. 575: 611-638 (2021) - [j51]Chuyi Wu, Feng Zhang, Junshi Xia, Yichen Xu, Guoqing Li, Jibo Xie, Zhenhong Du, Renyi Liu:
Building Damage Detection Using U-Net with Attention Mechanism from Pre- and Post-Disaster Remote Sensing Datasets. Remote. Sens. 13(5): 905 (2021) - [j50]Lingfei Shi, Feng Zhang, Junshi Xia, Jibo Xie, Zhe Zhang, Zhenhong Du, Renyi Liu:
Identifying Damaged Buildings in Aerial Images Using the Object Detection Method. Remote. Sens. 13(21): 4213 (2021) - [j49]Alim Samat, Erzhu Li, Peijun Du, Sicong Liu, Junshi Xia:
GPU-Accelerated CatBoost-Forest for Hyperspectral Image Classification Via Parallelized mRMR Ensemble Subspace Feature Selection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 3200-3214 (2021) - [j48]Junshi Xia, Naoto Yokoya, Bruno Adriano, Lianchong Zhang, Guoqing Li, Zhigang Wang:
A Benchmark High-Resolution GaoFen-3 SAR Dataset for Building Semantic Segmentation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 5950-5963 (2021) - [i4]Junshi Xia, Naoto Yokoya, Bruno Adriano:
Building Damage Mapping with Self-PositiveUnlabeled Learning. CoRR abs/2111.02586 (2021) - 2020
- [j47]Junshi Xia, Wenzhi Liao, Peijun Du:
Hyperspectral and LiDAR Classification With Semisupervised Graph Fusion. IEEE Geosci. Remote. Sens. Lett. 17(4): 666-670 (2020) - [j46]Xiaochuang Yao, Guoqing Li, Junshi Xia, Jin Ben, Qianqian Cao, Long Zhao, Yue Ma, Lianchong Zhang, Dehai Zhu:
Enabling the Big Earth Observation Data via Cloud Computing and DGGS: Opportunities and Challenges. Remote. Sens. 12(1): 62 (2020) - [j45]Tien Dat Pham, Nga Nhu Le, Nam Thang Ha, Luong Viet Nguyen, Junshi Xia, Naoto Yokoya, Tu Trong To, Hong Xuan Trinh, Lap Quoc Kieu, Wataru Takeuchi:
Estimating Mangrove Above-Ground Biomass Using Extreme Gradient Boosting Decision Trees Algorithm with Fused Sentinel-2 and ALOS-2 PALSAR-2 Data in Can Gio Biosphere Reserve, Vietnam. Remote. Sens. 12(5): 777 (2020) - [j44]Sicong Liu, Qing Hu, Xiaohua Tong, Junshi Xia, Qian Du, Alim Samat, Xiaolong Ma:
A Multi-Scale Superpixel-Guided Filter Feature Extraction and Selection Approach for Classification of Very-High-Resolution Remotely Sensed Imagery. Remote. Sens. 12(5): 862 (2020) - [j43]Tien Dat Pham, Naoto Yokoya, Junshi Xia, Nam Thang Ha, Nga Nhu Le, Thi Thu Trang Nguyen, Thi Huong Dao, Thi-Huong-Giang Vu, Tien Duc Pham, Wataru Takeuchi:
Comparison of Machine Learning Methods for Estimating Mangrove Above-Ground Biomass Using Multiple Source Remote Sensing Data in the Red River Delta Biosphere Reserve, Vietnam. Remote. Sens. 12(8): 1334 (2020) - [j42]Cheolhee Yoo, Jungho Im, Dongjin Cho, Naoto Yokoya, Junshi Xia, Benjamin Bechtel:
Estimation of All-Weather 1 km MODIS Land Surface Temperature for Humid Summer Days. Remote. Sens. 12(9): 1398 (2020) - [j41]Zheng Wang, Jun Du, Junshi Xia, Cheng Chen, Qun Zeng, Liqiao Tian, Lihui Wang, Zhihua Mao:
An Effective Method for Detecting Clouds in GaoFen-4 Images of Coastal Zones. Remote. Sens. 12(18): 3003 (2020) - [j40]Sara Akodad, Lionel Bombrun, Junshi Xia, Yannick Berthoumieu, Christian Germain:
Ensemble Learning Approaches Based on Covariance Pooling of CNN Features for High Resolution Remote Sensing Scene Classification. Remote. Sens. 12(20): 3292 (2020) - [j39]Junshi Xia, Naoto Yokoya, Tien Dat Pham:
Probabilistic Mangrove Species Mapping with Multiple-Source Remote-Sensing Datasets Using Label Distribution Learning in Xuan Thuy National Park, Vietnam. Remote. Sens. 12(22): 3834 (2020) - [j38]Wei Zhang, Peijun Du, Cong Lin, Pingjie Fu, Xin Wang, Xuyu Bai, Hongrui Zheng, Junshi Xia, Alim Samat:
An Improved Feature Set for Hyperspectral Image Classification: Harmonic Analysis Optimized by Multiscale Guided Filter. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 3903-3916 (2020) - [c29]Bruno Adriano, Junshi Xia, Naoto Yokoya, Hiroyuki Miura, Masashi Matsuoka, Shunichi Koshimura:
Damage Characterization in Urban Environments from Multitemporal Remote Sensing Datasets Built from Previous Events. IGARSS 2020: 3751-3754 - [i3]Bruno Adriano, Naoto Yokoya, Junshi Xia, Hiroyuki Miura, Wen Liu, Masashi Matsuoka, Shunichi Koshimura:
Learning from Multimodal and Multitemporal Earth Observation Data for Building Damage Mapping. CoRR abs/2009.06200 (2020)
2010 – 2019
- 2019
- [j37]Bruno Adriano, Junshi Xia, Gerald Baier, Naoto Yokoya, Shunichi Koshimura:
Multi-Source Data Fusion Based on Ensemble Learning for Rapid Building Damage Mapping during the 2018 Sulawesi Earthquake and Tsunami in Palu, Indonesia. Remote. Sens. 11(7): 886 (2019) - [j36]Cong Lin, Peijun Du, Alim Samat, Erzhu Li, Xin Wang, Junshi Xia:
Automatic Updating of Land Cover Maps in Rapidly Urbanizing Regions by Relational Knowledge Transferring from GlobeLand30. Remote. Sens. 11(12): 1397 (2019) - [j35]Tien-Dat Pham, Junshi Xia, Nam Thang Ha, Dieu Tien Bui, Nga Nhu Le, Wataru Takeuchi:
A Review of Remote Sensing Approaches for Monitoring Blue Carbon Ecosystems: Mangroves, Seagrassesand Salt Marshes during 2010-2018. Sensors 19(8): 1933 (2019) - [j34]Peijun Du, Erzhu Li, Junshi Xia, Alim Samat, Xuyu Bai:
Feature and Model Level Fusion of Pretrained CNN for Remote Sensing Scene Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(8): 2600-2611 (2019) - [c28]Junshi Xia, Zuheng Ming:
Classification of Hyperspectral and Lidar with Deep Rotation Forest. ICASSP 2019: 2197-2201 - [c27]Jike Chen, Junshi Xia, Shuanggen Jin, Peijun Du, Zhigang Xu:
Fusion of Multispectral Image and Airborne LiDAR Data for the Classification of Urban Area with Rotation Forest. IGARSS 2019: 704-707 - [c26]Wei Feng, Wenjiang Huang, Gabriel Dauphin, Junshi Xia, Yinghui Quan, Huichun Ye, Yingying Dong:
Ensemble Margin Based Semi-Supervised Random Forest for the Classification of Hyperspectral Image with Limited Training Data. IGARSS 2019: 971-974 - [c25]Junshi Xia, Bruno Adriano, Gerald Baier, Naoto Yokoya:
Building Damage Mapping Via Transfer Learning. IGARSS 2019: 4841-4844 - [c24]Bruno Adriano, Naoto Yokoya, Junshi Xia, Gerald Baier, Shunichi Koshimura:
Cross-Domain-Classification of Tsunami Damage Via Data Simulation and Residual-Network-Derived Features From Multi-Source Images. IGARSS 2019: 4947-4950 - [c23]Gerald Baier, Wei He, Bruno Adriano, Junshi Xia, Naoto Yokoya:
Robust Nonlocal Low-Rank Sar Stack Despeckling With Application To Change Detection. IGARSS 2019: 5205-5208 - [c22]Tien Dat Pham, Junshi Xia, Gerald Baier, Nga Nhu Le, Naoto Yokoya:
Mangrove Species Mapping Using Sentinel-1 and Sentinel-2 Data in North Vietnam. IGARSS 2019: 6102-6105 - [i2]Zuheng Ming, Junshi Xia, Muhammad Muzzamil Luqman, Jean-Christophe Burie, Kaixing Zhao:
FaceLiveNet+: A Holistic Networks For Face Authentication Based On Dynamic Multi-task Convolutional Neural Networks. CoRR abs/1902.11179 (2019) - [i1]Zuheng Ming, Junshi Xia, Muhammad Muzzamil Luqman, Jean-Christophe Burie, Kaixing Zhao:
Dynamic Multi-Task Learning for Face Recognition with Facial Expression. CoRR abs/1911.03281 (2019) - 2018
- [j33]Zhigang Xu, Jike Chen, Junshi Xia, Peijun Du, Hongrui Zheng, Le Gan:
Multisource Earth Observation Data for Land-Cover Classification Using Random Forest. IEEE Geosci. Remote. Sens. Lett. 15(5): 789-793 (2018) - [j32]Junshi Xia, Naoto Yokoya, Akira Iwasaki:
Fusion of Hyperspectral and LiDAR Data With a Novel Ensemble Classifier. IEEE Geosci. Remote. Sens. Lett. 15(6): 957-961 (2018) - [j31]Xin Wang, Sicong Liu, Peijun Du, Hao Liang, Junshi Xia, Yunfeng Li:
Object-Based Change Detection in Urban Areas from High Spatial Resolution Images Based on Multiple Features and Ensemble Learning. Remote. Sens. 10(2): 276 (2018) - [j30]Jike Chen, Peijun Du, Changshan Wu, Junshi Xia, Jocelyn Chanussot:
Mapping Urban Land Cover of a Large Area Using Multiple Sensors Multiple Features. Remote. Sens. 10(6): 872 (2018) - [j29]Le Gan, Junshi Xia, Peijun Du, Jocelyn Chanussot:
Class-Oriented Weighted Kernel Sparse Representation With Region-Level Kernel for Hyperspectral Imagery Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(4): 1118-1130 (2018) - [j28]Naoto Yokoya, Pedram Ghamisi, Junshi Xia, Sergey Sukhanov, Roel Heremans, Ivan Tankoyeu, Benjamin Bechtel, Bertrand Le Saux, Gabriele Moser, Devis Tuia:
Open Data for Global Multimodal Land Use Classification: Outcome of the 2017 IEEE GRSS Data Fusion Contest. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(5): 1363-1377 (2018) - [j27]Junshi Xia, Pedram Ghamisi, Naoto Yokoya, Akira Iwasaki:
Random Forest Ensembles and Extended Multiextinction Profiles for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 56(1): 202-216 (2018) - [j26]Peijun Du, Le Gan, Junshi Xia, Daming Wang:
Multikernel Adaptive Collaborative Representation for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 56(8): 4664-4677 (2018) - [j25]Le Gan, Junshi Xia, Peijun Du, Jocelyn Chanussot:
Multiple Feature Kernel Sparse Representation Classifier for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 56(9): 5343-5356 (2018) - [c21]Junshi Xia, Zuheng Ming, Akira Iwasaki:
Multiple Sources Data Fusion Via Deep Forest. IGARSS 2018: 1722-1725 - [c20]Tatsuya Yamada, Junshi Xia, Akira Iwasaki:
Small Size Class Preserving Classification Based on Segmentation for Hyperspectral Data. IGARSS 2018: 2669-2672 - [c19]Junshi Xia, Naoto Yokoya, Akira Iwasaki:
Boosting for Domain Adaptation Extreme Learning Machines for Hyperspectral Image Classification. IGARSS 2018: 3615-3618 - 2017
- [j24]Le Gan, Peijun Du, Junshi Xia, Yaping Meng:
Kernel Fused Representation-Based Classifier for Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 14(5): 684-688 (2017) - [j23]Le Gan, Junshi Xia, Peijun Du, Zhigang Xu:
Dissimilarity-Weighted Sparse Representation for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 14(11): 1968-1972 (2017) - [j22]Hongrui Zheng, Peijun Du, Jike Chen, Junshi Xia, Erzhu Li, Zhigang Xu, Xiaojuan Li, Naoto Yokoya:
Performance Evaluation of Downscaling Sentinel-2 Imagery for Land Use and Land Cover Classification by Spectral-Spatial Features. Remote. Sens. 9(12): 1274 (2017) - [j21]Junshi Xia, Nicola Falco, Jón Atli Benediktsson, Peijun Du, Jocelyn Chanussot:
Hyperspectral Image Classification With Rotation Random Forest Via KPCA. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(4): 1601-1609 (2017) - [j20]Junshi Xia, Lionel Bombrun, Yannick Berthoumieu, Christian Germain, Peijun Du:
Spectral-Spatial Rotation Forest for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(10): 4605-4613 (2017) - [j19]Junshi Xia, Naoto Yokoya, Akira Iwasaki:
Hyperspectral Image Classification With Canonical Correlation Forests. IEEE Trans. Geosci. Remote. Sens. 55(1): 421-431 (2017) - [j18]Erzhu Li, Junshi Xia, Peijun Du, Cong Lin, Alim Samat:
Integrating Multilayer Features of Convolutional Neural Networks for Remote Sensing Scene Classification. IEEE Trans. Geosci. Remote. Sens. 55(10): 5653-5665 (2017) - [c18]Junshi Xia, Naoto Yokoya, Akira Iwasaki:
A novel ensemble classifier of hyperspectral and LiDAR data using morphological features. ICASSP 2017: 6185-6189 - [c17]Naoto Yokoya, Pedram Ghamisi, Junshi Xia:
Multimodal, multitemporal, and multisource global data fusion for local climate zones classification based on ensemble learning. IGARSS 2017: 1197-1200 - [c16]Peijun Du, Junshi Xia, Pedram Ghamisi, Akira Iwasaki, Jón Atli Benediktsson:
Multiple composite kernel learning for hyperspectral image classification. IGARSS 2017: 2223-2226 - [c15]Junshi Xia, Naoto Yokoya, Akira Iwasaki:
Hyperspectral image classification with partial least square forest. IGARSS 2017: 3652-3655 - [c14]Junshi Xia, Naoto Yokoya, Akira Iwasaki:
Ensemble of transfer component analysis for domain adaptation in hyperspectral remote sensing image classification. IGARSS 2017: 4762-4765 - 2016
- [j17]Rui Bao, Junshi Xia, Mauro Dalla Mura, Peijun Du, Jocelyn Chanussot, Jinchang Ren:
Combining Morphological Attribute Profiles via an Ensemble Method for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 13(3): 359-363 (2016) - [j16]Junshi Xia, Nicola Falco, Jón Atli Benediktsson, Jocelyn Chanussot, Peijun Du:
Class-Separation-Based Rotation Forest for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 13(4): 584-588 (2016) - [j15]Jike Chen, Junshi Xia, Peijun Du, Jocelyn Chanussot, Zhaohui Xue, Xiangjian Xie:
Kernel Supervised Ensemble Classifier for the Classification of Hyperspectral Data Using Few Labeled Samples. Remote. Sens. 8(7): 601 (2016) - [j14]Jike Chen, Junshi Xia, Peijun Du, Jocelyn Chanussot:
Combining Rotation Forest and Multiscale Segmentation for the Classification of Hyperspectral Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(9): 4060-4072 (2016) - [j13]Junshi Xia, Jocelyn Chanussot, Peijun Du, Xiyan He:
Rotation-Based Support Vector Machine Ensemble in Classification of Hyperspectral Data With Limited Training Samples. IEEE Trans. Geosci. Remote. Sens. 54(3): 1519-1531 (2016) - [j12]Junshi Xia, Lionel Bombrun, Tülay Adali, Yannick Berthoumieu, Christian Germain:
Spectral-Spatial Classification of Hyperspectral Images Using ICA and Edge-Preserving Filter via an Ensemble Strategy. IEEE Trans. Geosci. Remote. Sens. 54(8): 4971-4982 (2016) - [c13]Junshi Xia, Lionel Bombrun, Tülay Adali, Yannick Berthoumieu, Christian Germain:
Classification of hyperspectral data with ensemble of subspace ICA and edge-preserving filtering. ICASSP 2016: 1422-1426 - [c12]Junshi Xia, Lionel Bombrun, Yannick Berthoumieu, Christian Germain:
Multiple features learning via rotation strategy. ICIP 2016: 2206-2210 - [c11]Junshi Xia, Lionel Bombrun, Yannick Berthoumieu, Christian Germain, Peijun Du:
Spectral-spatial Rotation Forest for hyperspectral image classification. IGARSS 2016: 5126-5129 - 2015
- [j11]Junshi Xia, Wenzhi Liao, Jocelyn Chanussot, Peijun Du, Guanghan Song, Wilfried Philips:
Improving Random Forest With Ensemble of Features and Semisupervised Feature Extraction. IEEE Geosci. Remote. Sens. Lett. 12(7): 1471-1475 (2015) - [j10]Xiangjian Xie, Peijun Du, Junshi Xia, Jieqiong Luo:
Spectral Indices for Estimating Exposed Carbonate Rock Fraction in Karst Areas of Southwest China. IEEE Geosci. Remote. Sens. Lett. 12(9): 1988-1992 (2015) - [j9]Junshi Xia, Jocelyn Chanussot, Peijun Du, Xiyan He:
Spectral-Spatial Classification for Hyperspectral Data Using Rotation Forests With Local Feature Extraction and Markov Random Fields. IEEE Trans. Geosci. Remote. Sens. 53(5): 2532-2546 (2015) - [j8]Junshi Xia, Mauro Dalla Mura, Jocelyn Chanussot, Peijun Du, Xiyan He:
Random Subspace Ensembles for Hyperspectral Image Classification With Extended Morphological Attribute Profiles. IEEE Trans. Geosci. Remote. Sens. 53(9): 4768-4786 (2015) - [c10]Wenzhi Liao, Junshi Xia, Peijun Du, Wilfried Philips:
Semi-supervised graph fusion of hyperspectral and lidar data for classification. IGARSS 2015: 53-56 - [c9]Jike Chen, Junshi Xia, Peijun Du, Jocelyn Chanussot:
Combining rotation forest and multi-scale segmentation for the classification of hyperspectral data. WHISPERS 2015: 1-4 - 2014
- [j7]Junshi Xia, Peijun Du, Xiyan He, Jocelyn Chanussot:
Hyperspectral Remote Sensing Image Classification Based on Rotation Forest. IEEE Geosci. Remote. Sens. Lett. 11(1): 239-243 (2014) - [j6]Peijun Du, Pei Liu, Junshi Xia, Li Feng, Sicong Liu, Kun Tan, Liang Cheng:
Remote Sensing Image Interpretation for Urban Environment Analysis: Methods, System and Examples. Remote. Sens. 6(10): 9458-9474 (2014) - [j5]Junshi Xia, Jocelyn Chanussot, Peijun Du, Xiyan He:
(Semi-) Supervised Probabilistic Principal Component Analysis for Hyperspectral Remote Sensing Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2224-2236 (2014) - [j4]Xiyan He, Laurent Condat, José M. Bioucas-Dias, Jocelyn Chanussot, Junshi Xia:
A New Pansharpening Method Based on Spatial and Spectral Sparsity Priors. IEEE Trans. Image Process. 23(9): 4160-4174 (2014) - [p1]Junshi Xia, Jocelyn Chanussot, Peijun Du, Xiyan He:
Rotation-Based Ensemble Classifiers for High-Dimensional Data. Fusion in Computer Vision 2014: 135-160 - 2013
- [j3]Peijun Du, Sicong Liu, Junshi Xia, Yindi Zhao:
Information fusion techniques for change detection from multi-temporal remote sensing images. Inf. Fusion 14(1): 19-27 (2013) - [c8]Junshi Xia, Peijun Du, Xiyan He:
MRF-Based Multiple Classifier System for Hyperspectral Remote Sensing Image Classification. MCS 2013: 343-351 - 2012
- [j2]Peijun Du, Junshi Xia, Wei Zhang, Kun Tan, Yi Liu, Sicong Liu:
Multiple Classifier System for Remote Sensing Image Classification: A Review. Sensors 12(4): 4764-4792 (2012) - [j1]Peijun Du, Sicong Liu, Paolo Gamba, Kun Tan, Junshi Xia:
Fusion of Difference Images for Change Detection Over Urban Areas. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5(4): 1076-1086 (2012) - [c7]Xiyan He, Laurent Condat, Jocelyn Chanussot, Junshi Xia:
Pansharpening using total variation regularization. IGARSS 2012: 166-169 - [c6]Peijun Du, Junshi Xia, Jocelyn Chanussot, Xiyan He:
Hyperspectral remote sensing image classification based on the integration of support vector machine and random forest. IGARSS 2012: 174-177 - [c5]Junshi Xia, Jocelyn Chanussot, Peijun Du, Xiyan He:
Semi-supervised dimensionality reduction for hyperspectral remote sensing image classification. WHISPERS 2012: 1-4 - 2011
- [c4]Sicong Liu, Peijun Du, Paolo Gamba, Junshi Xia:
Fusion of difference images for change detection in urban areas. JURSE 2011: 165-168 - [c3]Junshi Xia, Peijun Du, Huapeng Zhang, Linshan Yuan:
Monitoring urban impervious surface area change using CBERS and HJ-1 remote sensing images. JURSE 2011: 177-180 - 2010
- [c2]Peijun Du, Junshi Xia, Wen Cao, Xiaoling Wang:
Extraction of urban impervious surface from hyperspectral remote sensing image. WHISPERS 2010: 1-5
2000 – 2009
- 2009
- [c1]Peijun Du, Wei Zhang, Shubi Zhang, Junshi Xia:
Hyperspectral Remote Sensing Image Classification based on Decision Level Fusion. IGARSS (4) 2009: 940-943
Coauthor Index
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Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-15 21:41 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
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since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
