Junshi Xia - RankMe

127 papers A* 1A 1B 2C 20Misc 3Journal 91Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	MM-OVSeg:Multimodal Optical-SAR Fusion for Open-Vocabulary Segmentation in Remote Sensing. CoRR Yimin Wei, Aoran Xiao, Hongruixuan Chen, Junshi Xia, Naoto Yokoya
2025	J	`jnl`	BRIGHT: A globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster response. CoRR Hongruixuan Chen, Jian Song, Olivier Dietrich, Clifford Broni-Bediako, Weihao Xuan, Junjue Wang, Xinlei Shao, Yimin Wei, Junshi Xia, Cuiling Lan, Konrad Schindler, Naoto Yokoya
2025	J	`jnl`	CFP-SwinT: building damage classification during floods using cross fusion pyramid Swin-T. Int. J. Digit. Earth Chuyi Wu, Zeyu Wang, Junshi Xia, Feng Zhang
2025	J	`jnl`	DisasterM3: A Remote Sensing Vision-Language Dataset for Disaster Damage Assessment and Response. CoRR Junjue Wang, Weihao Xuan, Heli Qi, Zhihao Liu, Kunyi Liu, Yuhan Wu, Hongruixuan Chen, Jian Song, Junshi Xia, Zhuo Zheng, Naoto Yokoya
2025	J	`jnl`	DynamicVL: Benchmarking Multimodal Large Language Models for Dynamic City Understanding. CoRR Weihao Xuan, Junjue Wang, Heli Qi, Zihang Chen, Zhuo Zheng, Yanfei Zhong, Junshi Xia, Naoto Yokoya
2025	J	`jnl`	Inter-Sensor High-Resolution and Multi-Temporal Image Fusion for Unsupervised Domain Adaptation in Remote Sensing. IEEE Trans. Geosci. Remote. Sens. Damian Ibañez, Junshi Xia, Naoto Yokoya, Filiberto Pla, Rubén Fernández-Beltran
2025	J	`jnl`	Multi-modal consistent loss diffusion model for Sentinel-3 single image super resolution. Neural Comput. Appl. Damian Ibañez, Rubén Fernández-Beltran, Filiberto Pla, Naoto Yokoya, Junshi Xia
2025	J	`jnl`	OpenEarthMap-SAR: A Benchmark Synthetic Aperture Radar Dataset for Global High-Resolution Land Cover Mapping. CoRR Junshi Xia, Hongruixuan Chen, Clifford Broni-Bediako, Yimin Wei, Jian Song, Naoto Yokoya
2025	J	`jnl`	SARLANG-1M: A Benchmark for Vision-Language Modeling in SAR Image Understanding. CoRR Yimin Wei, Aoran Xiao, Yexian Ren, Yuting Zhu, Hongruixuan Chen, Junshi Xia, Naoto Yokoya
2025	J	`jnl`	UM2Former: U-Shaped Multimixed Transformer Network for Large-Scale Hyperspectral Image Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. Aijun Xu, Zhaohui Xue, Ziyu Li, Shun Cheng, Hongjun Su, Junshi Xia
2024	J	`jnl`	A Coupled Tensor Double-Factor Method for Hyperspectral and Multispectral Image Fusion. IEEE Trans. Geosci. Remote. Sens. Ting Xu, Ting-Zhu Huang, Liang-Jian Deng, Jin-Liang Xiao, Clifford Broni-Bediako, Junshi Xia, Naoto Yokoya
2024	J	`jnl`	A Novel Remote Sensing Image Change Detection Approach Based on Multilevel State Space Model. IEEE Trans. Geosci. Remote. Sens. Zhongyu Zhang, Xuanmei Fan, Xin Wang, Yingxiang Qin, Junshi Xia
2024	J	`jnl`	ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space Model. IEEE Trans. Geosci. Remote. Sens. Hongruixuan Chen, Jian Song, Chengxi Han, Junshi Xia, Naoto Yokoya
2024	J	`jnl`	ChangeMamba: Remote Sensing Change Detection with Spatio-Temporal State Space Model. CoRR Hongruixuan Chen, Jian Song, Chengxi Han, Junshi Xia, Naoto Yokoya
2024	J	`jnl`	Estimates and dynamics of surface water extent in the Yangtze Plain from Sentinel-1&2 observations. Int. J. Appl. Earth Obs. Geoinformation Shanchuan Guo, Yu Chen, Peng Zhang, Wei Zhang, Pengfei Tang, Hong Fang, Junshi Xia, Peijun Du
2024	J	`jnl`	Frequency-Based Optimal Style Mix for Domain Generalization in Semantic Segmentation of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. Reo Iizuka, Junshi Xia, Naoto Yokoya
2024	J	`jnl`	Generalized Few-Shot Semantic Segmentation in Remote Sensing: Challenge and Benchmark. CoRR Clifford Broni-Bediako, Junshi Xia, Jian Song, Hongruixuan Chen, Mennatullah Siam, Naoto Yokoya
2024	J	`jnl`	Generalized Few-Shot Semantic Segmentation in Remote Sensing: Challenge and Benchmark. IEEE Geosci. Remote. Sens. Lett. Clifford Broni-Bediako, Junshi Xia, Jian Song, Hongruixuan Chen, Mennatullah Siam, Naoto Yokoya
2024	J	`jnl`	ObjFormer: Learning Land-Cover Changes From Paired OSM Data and Optical High-Resolution Imagery via Object-Guided Transformer. IEEE Trans. Geosci. Remote. Sens. Hongruixuan Chen, Cuiling Lan, Jian Song, Clifford Broni-Bediako, Junshi Xia, Naoto Yokoya
2024	C	`conf`	OpenEarthMap Benchmark Suite and Its Applications. IGARSS Naoto Yokoya, Junshi Xia, Clifford Broni-Bediako, Jian Song, Hongruixuan Chen
2024	J	`jnl`	Rapid mapping of volcanic eruption building damage: A model based on prior knowledge and few-shot fine-tuning. Int. J. Appl. Earth Obs. Geoinformation Zeyu Wang, Feng Zhang, Chuyi Wu, Junshi Xia
2024	J	`jnl`	Submeter-level land cover mapping of Japan. Int. J. Appl. Earth Obs. Geoinformation Naoto Yokoya, Junshi Xia, Clifford Broni-Bediako
2024	A*	`conf`	SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery. NeurIPS Jian Song, Hongruixuan Chen, Weihao Xuan, Junshi Xia, Naoto Yokoya
2024	J	`jnl`	SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery. CoRR Jian Song, Hongruixuan Chen, Weihao Xuan, Junshi Xia, Naoto Yokoya
2024	—	`conf`	Unsupervised Domain Adaptation Architecture Search with Self-Training for Land Cover Mapping. CVPR Workshops Clifford Broni-Bediako, Junshi Xia, Naoto Yokoya
2024	J	`jnl`	Unsupervised Domain Adaptation Architecture Search with Self-Training for Land Cover Mapping. CoRR Clifford Broni-Bediako, Junshi Xia, Naoto Yokoya
2024	C	`conf`	When Daformer Meets Multi-Modality Datasets. IGARSS Damian Ibañez, Junshi Xia, Naoto Yokoya
2023	J	`jnl`	Editorial for Special Issue "Remote Sensing for Coastal and Aquatic Ecosystems' Monitoring and Biodiversity Management". Remote. Sens. Simona Niculescu, Junshi Xia, Dar A. Roberts
2023	J	`jnl`	Land-cover change detection using paired OpenStreetMap data and optical high-resolution imagery via object-guided Transformer. CoRR Hongruixuan Chen, Cuiling Lan, Jian Song, Clifford Broni-Bediako, Junshi Xia, Naoto Yokoya
2023	J	`jnl`	National high-resolution cropland classification of Japan with agricultural census information and multi-temporal multi-modality datasets. Int. J. Appl. Earth Obs. Geoinformation Junshi Xia, Naoto Yokoya, Bruno Adriano, Keiichiro Kanemoto
2023	A	`conf`	OpenEarthMap: A Benchmark Dataset for Global High-Resolution Land Cover Mapping. WACV Junshi Xia, Naoto Yokoya, Bruno Adriano, Clifford Broni-Bediako
2023	J	`jnl`	Real-Time Semantic Segmentation: A Brief Survey & Comparative Study in Remote Sensing. CoRR Clifford Broni-Bediako, Junshi Xia, Naoto Yokoya
2023	J	`jnl`	Scene-level buildings damage recognition based on Cross Conv-Transformer. Int. J. Digit. Earth Lingfei Shi, Feng Zhang, Junshi Xia, Jibo Xie
2023	J	`jnl`	Submeter-level Land Cover Mapping of Japan. CoRR Naoto Yokoya, Junshi Xia, Clifford Broni-Bediako
2022	J	`jnl`	Channel Attention-Based Temporal Convolutional Network for Satellite Image Time Series Classification. IEEE Geosci. Remote. Sens. Lett. Pengfei Tang, Peijun Du, Junshi Xia, Peng Zhang, Wei Zhang
2022	J	`jnl`	DML: Differ-Modality Learning for Building Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. Junshi Xia, Naoto Yokoya, Gerald Baier
2022	B	`conf`	Deep Ensemble Learning Model Based on Covariance Pooling of Multi-Layer CNN Features. ICIP Sara Akodad, Lionel Bombrun, Maria Puscasu, Junshi Xia, Christian Germain, Yannick Berthoumieu
2022	J	`jnl`	DisOptNet: Distilling Semantic Knowledge From Optical Images for Weather-Independent Building Segmentation. IEEE Trans. Geosci. Remote. Sens. Jian Kang, Zhirui Wang, Ruoxin Zhu, Junshi Xia, Xian Sun, Rubén Fernández-Beltran, Antonio Plaza
2022	J	`jnl`	Flood Detection Using Multiple Chinese Satellite Datasets during 2020 China Summer Floods. Remote. Sens. Lianchong Zhang, Junshi Xia
2022	J	`jnl`	Landslide Extraction Using Mask R-CNN with Background-Enhancement Method. Remote. Sens. Ruilin Yang, Feng Zhang, Junshi Xia, Chuyi Wu
2022	J	`jnl`	OpenEarthMap: A Benchmark Dataset for Global High-Resolution Land Cover Mapping. CoRR Junshi Xia, Naoto Yokoya, Bruno Adriano, Clifford Broni-Bediako
2021	J	`jnl`	A Benchmark High-Resolution GaoFen-3 SAR Dataset for Building Semantic Segmentation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Junshi Xia, Naoto Yokoya, Bruno Adriano, Lianchong Zhang, Guoqing Li, Zhigang Wang
2021	J	`jnl`	Building Damage Detection Using U-Net with Attention Mechanism from Pre- and Post-Disaster Remote Sensing Datasets. Remote. Sens. Chuyi Wu, Feng Zhang, Junshi Xia, Yichen Xu, Guoqing Li, Jibo Xie, Zhenhong Du, Renyi Liu
2021	J	`jnl`	Building Damage Mapping with Self-PositiveUnlabeled Learning. CoRR Junshi Xia, Naoto Yokoya, Bruno Adriano
2021	J	`jnl`	GPU-Accelerated CatBoost-Forest for Hyperspectral Image Classification Via Parallelized mRMR Ensemble Subspace Feature Selection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Alim Samat, Erzhu Li, Peijun Du, Sicong Liu, Junshi Xia
2021	J	`jnl`	Identifying Damaged Buildings in Aerial Images Using the Object Detection Method. Remote. Sens. Lingfei Shi, Feng Zhang, Junshi Xia, Jibo Xie, Zhe Zhang, Zhenhong Du, Renyi Liu
2021	J	`jnl`	Semi-supervised rotation forest based on ensemble margin theory for the classification of hyperspectral image with limited training data. Inf. Sci. Wei Feng, Yinghui Quan, Gabriel Dauphin, Qiang Li, Lianru Gao, Wenjiang Huang, Junshi Xia, Wentao Zhu, Mengdao Xing
2020	J	`jnl`	A Multi-Scale Superpixel-Guided Filter Feature Extraction and Selection Approach for Classification of Very-High-Resolution Remotely Sensed Imagery. Remote. Sens. Sicong Liu, Qing Hu, Xiaohua Tong, Junshi Xia, Qian Du, Alim Samat, Xiaolong Ma
2020	J	`jnl`	An Effective Method for Detecting Clouds in GaoFen-4 Images of Coastal Zones. Remote. Sens. Zheng Wang, Jun Du, Junshi Xia, Cheng Chen, Qun Zeng, Liqiao Tian, Lihui Wang, Zhihua Mao
2020	J	`jnl`	An Improved Feature Set for Hyperspectral Image Classification: Harmonic Analysis Optimized by Multiscale Guided Filter. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Wei Zhang, Peijun Du, Cong Lin, Pingjie Fu, Xin Wang, Xuyu Bai, Hongrui Zheng, Junshi Xia, Alim Samat
2020	J	`jnl`	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. 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
2020	C	`conf`	Damage Characterization in Urban Environments from Multitemporal Remote Sensing Datasets Built from Previous Events. IGARSS Bruno Adriano, Junshi Xia, Naoto Yokoya, Hiroyuki Miura, Masashi Matsuoka, Shunichi Koshimura
2020	J	`jnl`	Enabling the Big Earth Observation Data via Cloud Computing and DGGS: Opportunities and Challenges. Remote. Sens. Xiaochuang Yao, Guoqing Li, Junshi Xia, Jin Ben, Qianqian Cao, Long Zhao, Yue Ma, Lianchong Zhang, Dehai Zhu
2020	J	`jnl`	Ensemble Learning Approaches Based on Covariance Pooling of CNN Features for High Resolution Remote Sensing Scene Classification. Remote. Sens. Sara Akodad, Lionel Bombrun, Junshi Xia, Yannick Berthoumieu, Christian Germain
2020	J	`jnl`	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. 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
2020	J	`jnl`	Estimation of All-Weather 1 km MODIS Land Surface Temperature for Humid Summer Days. Remote. Sens. Cheolhee Yoo, Jungho Im, Dongjin Cho, Naoto Yokoya, Junshi Xia, Benjamin Bechtel
2020	J	`jnl`	Hyperspectral and LiDAR Classification With Semisupervised Graph Fusion. IEEE Geosci. Remote. Sens. Lett. Junshi Xia, Wenzhi Liao, Peijun Du
2020	J	`jnl`	Learning from Multimodal and Multitemporal Earth Observation Data for Building Damage Mapping. CoRR Bruno Adriano, Naoto Yokoya, Junshi Xia, Hiroyuki Miura, Wen Liu, Masashi Matsuoka, Shunichi Koshimura
2020	J	`jnl`	Probabilistic Mangrove Species Mapping with Multiple-Source Remote-Sensing Datasets Using Label Distribution Learning in Xuan Thuy National Park, Vietnam. Remote. Sens. Junshi Xia, Naoto Yokoya, Tien Dat Pham
2019	J	`jnl`	A Review of Remote Sensing Approaches for Monitoring Blue Carbon Ecosystems: Mangroves, Seagrassesand Salt Marshes during 2010-2018. Sensors Tien-Dat Pham, Junshi Xia, Nam Thang Ha, Dieu Tien Bui, Nga Nhu Le, Wataru Takeuchi
2019	J	`jnl`	Automatic Updating of Land Cover Maps in Rapidly Urbanizing Regions by Relational Knowledge Transferring from GlobeLand30. Remote. Sens. Cong Lin, Peijun Du, Alim Samat, Erzhu Li, Xin Wang, Junshi Xia
2019	C	`conf`	Building Damage Mapping Via Transfer Learning. IGARSS Junshi Xia, Bruno Adriano, Gerald Baier, Naoto Yokoya
2019	Misc	`conf`	Classification of Hyperspectral and Lidar with Deep Rotation Forest. ICASSP Junshi Xia, Zuheng Ming
2019	C	`conf`	Cross-Domain-Classification of Tsunami Damage Via Data Simulation and Residual-Network-Derived Features From Multi-Source Images. IGARSS Bruno Adriano, Naoto Yokoya, Junshi Xia, Gerald Baier, Shunichi Koshimura
2019	J	`jnl`	Dynamic Multi-Task Learning for Face Recognition with Facial Expression. CoRR Zuheng Ming, Junshi Xia, Muhammad Muzzamil Luqman, Jean-Christophe Burie, Kaixing Zhao
2019	C	`conf`	Ensemble Margin Based Semi-Supervised Random Forest for the Classification of Hyperspectral Image with Limited Training Data. IGARSS Wei Feng, Wenjiang Huang, Gabriel Dauphin, Junshi Xia, Yinghui Quan, Huichun Ye, Yingying Dong
2019	J	`jnl`	FaceLiveNet+: A Holistic Networks For Face Authentication Based On Dynamic Multi-task Convolutional Neural Networks. CoRR Zuheng Ming, Junshi Xia, Muhammad Muzzamil Luqman, Jean-Christophe Burie, Kaixing Zhao
2019	J	`jnl`	Feature and Model Level Fusion of Pretrained CNN for Remote Sensing Scene Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Peijun Du, Erzhu Li, Junshi Xia, Alim Samat, Xuyu Bai
2019	C	`conf`	Fusion of Multispectral Image and Airborne LiDAR Data for the Classification of Urban Area with Rotation Forest. IGARSS Jike Chen, Junshi Xia, Shuanggen Jin, Peijun Du, Zhigang Xu
2019	C	`conf`	Mangrove Species Mapping Using Sentinel-1 and Sentinel-2 Data in North Vietnam. IGARSS Tien Dat Pham, Junshi Xia, Gerald Baier, Nga Nhu Le, Naoto Yokoya
2019	J	`jnl`	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. Bruno Adriano, Junshi Xia, Gerald Baier, Naoto Yokoya, Shunichi Koshimura
2019	C	`conf`	Robust Nonlocal Low-Rank Sar Stack Despeckling With Application To Change Detection. IGARSS Gerald Baier, Wei He, Bruno Adriano, Junshi Xia, Naoto Yokoya
2018	C	`conf`	Boosting for Domain Adaptation Extreme Learning Machines for Hyperspectral Image Classification. IGARSS Junshi Xia, Naoto Yokoya, Akira Iwasaki
2018	J	`jnl`	Class-Oriented Weighted Kernel Sparse Representation With Region-Level Kernel for Hyperspectral Imagery Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Le Gan, Junshi Xia, Peijun Du, Jocelyn Chanussot
2018	J	`jnl`	Fusion of Hyperspectral and LiDAR Data With a Novel Ensemble Classifier. IEEE Geosci. Remote. Sens. Lett. Junshi Xia, Naoto Yokoya, Akira Iwasaki
2018	J	`jnl`	Mapping Urban Land Cover of a Large Area Using Multiple Sensors Multiple Features. Remote. Sens. Jike Chen, Peijun Du, Changshan Wu, Junshi Xia, Jocelyn Chanussot
2018	J	`jnl`	Multikernel Adaptive Collaborative Representation for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Peijun Du, Le Gan, Junshi Xia, Daming Wang
2018	J	`jnl`	Multiple Feature Kernel Sparse Representation Classifier for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. Le Gan, Junshi Xia, Peijun Du, Jocelyn Chanussot
2018	C	`conf`	Multiple Sources Data Fusion Via Deep Forest. IGARSS Junshi Xia, Zuheng Ming, Akira Iwasaki
2018	J	`jnl`	Multisource Earth Observation Data for Land-Cover Classification Using Random Forest. IEEE Geosci. Remote. Sens. Lett. Zhigang Xu, Jike Chen, Junshi Xia, Peijun Du, Hongrui Zheng, Le Gan
2018	J	`jnl`	Object-Based Change Detection in Urban Areas from High Spatial Resolution Images Based on Multiple Features and Ensemble Learning. Remote. Sens. Xin Wang, Sicong Liu, Peijun Du, Hao Liang, Junshi Xia, Yunfeng Li
2018	J	`jnl`	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. Naoto Yokoya, Pedram Ghamisi, Junshi Xia, Sergey Sukhanov, Roel Heremans, Ivan Tankoyeu, Benjamin Bechtel, Bertrand Le Saux, Gabriele Moser, Devis Tuia
2018	J	`jnl`	Random Forest Ensembles and Extended Multiextinction Profiles for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Junshi Xia, Pedram Ghamisi, Naoto Yokoya, Akira Iwasaki
2018	C	`conf`	Small Size Class Preserving Classification Based on Segmentation for Hyperspectral Data. IGARSS Tatsuya Yamada, Junshi Xia, Akira Iwasaki
2017	Misc	`conf`	A novel ensemble classifier of hyperspectral and LiDAR data using morphological features. ICASSP Junshi Xia, Naoto Yokoya, Akira Iwasaki
2017	J	`jnl`	Dissimilarity-Weighted Sparse Representation for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. Le Gan, Junshi Xia, Peijun Du, Zhigang Xu
2017	C	`conf`	Ensemble of transfer component analysis for domain adaptation in hyperspectral remote sensing image classification. IGARSS Junshi Xia, Naoto Yokoya, Akira Iwasaki
2017	J	`jnl`	Hyperspectral Image Classification With Canonical Correlation Forests. IEEE Trans. Geosci. Remote. Sens. Junshi Xia, Naoto Yokoya, Akira Iwasaki
2017	J	`jnl`	Hyperspectral Image Classification With Rotation Random Forest Via KPCA. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Junshi Xia, Nicola Falco, Jón Atli Benediktsson, Peijun Du, Jocelyn Chanussot
2017	C	`conf`	Hyperspectral image classification with partial least square forest. IGARSS Junshi Xia, Naoto Yokoya, Akira Iwasaki
2017	J	`jnl`	Integrating Multilayer Features of Convolutional Neural Networks for Remote Sensing Scene Classification. IEEE Trans. Geosci. Remote. Sens. Erzhu Li, Junshi Xia, Peijun Du, Cong Lin, Alim Samat
2017	J	`jnl`	Kernel Fused Representation-Based Classifier for Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. Le Gan, Peijun Du, Junshi Xia, Yaping Meng
2017	C	`conf`	Multimodal, multitemporal, and multisource global data fusion for local climate zones classification based on ensemble learning. IGARSS Naoto Yokoya, Pedram Ghamisi, Junshi Xia
2017	C	`conf`	Multiple composite kernel learning for hyperspectral image classification. IGARSS Peijun Du, Junshi Xia, Pedram Ghamisi, Akira Iwasaki, Jón Atli Benediktsson
2017	J	`jnl`	Performance Evaluation of Downscaling Sentinel-2 Imagery for Land Use and Land Cover Classification by Spectral-Spatial Features. Remote. Sens. Hongrui Zheng, Peijun Du, Jike Chen, Junshi Xia, Erzhu Li, Zhigang Xu, Xiaojuan Li, Naoto Yokoya
2017	J	`jnl`	Spectral-Spatial Rotation Forest for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Junshi Xia, Lionel Bombrun, Yannick Berthoumieu, Christian Germain, Peijun Du
2016	J	`jnl`	Class-Separation-Based Rotation Forest for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. Junshi Xia, Nicola Falco, Jón Atli Benediktsson, Jocelyn Chanussot, Peijun Du
2016	Misc	`conf`	Classification of hyperspectral data with ensemble of subspace ICA and edge-preserving filtering. ICASSP Junshi Xia, Lionel Bombrun, Tülay Adali, Yannick Berthoumieu, Christian Germain
2016	J	`jnl`	Combining Morphological Attribute Profiles via an Ensemble Method for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. Rui Bao, Junshi Xia, Mauro Dalla Mura, Peijun Du, Jocelyn Chanussot, Jinchang Ren
2016	J	`jnl`	Combining Rotation Forest and Multiscale Segmentation for the Classification of Hyperspectral Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Jike Chen, Junshi Xia, Peijun Du, Jocelyn Chanussot
2016	J	`jnl`	Kernel Supervised Ensemble Classifier for the Classification of Hyperspectral Data Using Few Labeled Samples. Remote. Sens. Jike Chen, Junshi Xia, Peijun Du, Jocelyn Chanussot, Zhaohui Xue, Xiangjian Xie
2016	B	`conf`	Multiple features learning via rotation strategy. ICIP Junshi Xia, Lionel Bombrun, Yannick Berthoumieu, Christian Germain
2016	J	`jnl`	Rotation-Based Support Vector Machine Ensemble in Classification of Hyperspectral Data With Limited Training Samples. IEEE Trans. Geosci. Remote. Sens. Junshi Xia, Jocelyn Chanussot, Peijun Du, Xiyan He
2016	J	`jnl`	Spectral-Spatial Classification of Hyperspectral Images Using ICA and Edge-Preserving Filter via an Ensemble Strategy. IEEE Trans. Geosci. Remote. Sens. Junshi Xia, Lionel Bombrun, Tülay Adali, Yannick Berthoumieu, Christian Germain
2016	C	`conf`	Spectral-spatial Rotation Forest for hyperspectral image classification. IGARSS Junshi Xia, Lionel Bombrun, Yannick Berthoumieu, Christian Germain, Peijun Du
2015	—	`conf`	Combining rotation forest and multi-scale segmentation for the classification of hyperspectral data. WHISPERS Jike Chen, Junshi Xia, Peijun Du, Jocelyn Chanussot
2015	J	`jnl`	Improving Random Forest With Ensemble of Features and Semisupervised Feature Extraction. IEEE Geosci. Remote. Sens. Lett. Junshi Xia, Wenzhi Liao, Jocelyn Chanussot, Peijun Du, Guanghan Song, Wilfried Philips
2015	J	`jnl`	Random Subspace Ensembles for Hyperspectral Image Classification With Extended Morphological Attribute Profiles. IEEE Trans. Geosci. Remote. Sens. Junshi Xia, Mauro Dalla Mura, Jocelyn Chanussot, Peijun Du, Xiyan He
2015	C	`conf`	Semi-supervised graph fusion of hyperspectral and lidar data for classification. IGARSS Wenzhi Liao, Junshi Xia, Peijun Du, Wilfried Philips
2015	J	`jnl`	Spectral Indices for Estimating Exposed Carbonate Rock Fraction in Karst Areas of Southwest China. IEEE Geosci. Remote. Sens. Lett. Xiangjian Xie, Peijun Du, Junshi Xia, Jieqiong Luo
2015	J	`jnl`	Spectral-Spatial Classification for Hyperspectral Data Using Rotation Forests With Local Feature Extraction and Markov Random Fields. IEEE Trans. Geosci. Remote. Sens. Junshi Xia, Jocelyn Chanussot, Peijun Du, Xiyan He
2014	J	`jnl`	(Semi-) Supervised Probabilistic Principal Component Analysis for Hyperspectral Remote Sensing Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Junshi Xia, Jocelyn Chanussot, Peijun Du, Xiyan He
2014	J	`jnl`	A New Pansharpening Method Based on Spatial and Spectral Sparsity Priors. IEEE Trans. Image Process. Xiyan He, Laurent Condat, José M. Bioucas-Dias, Jocelyn Chanussot, Junshi Xia
2014	J	`jnl`	Hyperspectral Remote Sensing Image Classification Based on Rotation Forest. IEEE Geosci. Remote. Sens. Lett. Junshi Xia, Peijun Du, Xiyan He, Jocelyn Chanussot
2014	J	`jnl`	Remote Sensing Image Interpretation for Urban Environment Analysis: Methods, System and Examples. Remote. Sens. Peijun Du, Pei Liu, Junshi Xia, Li Feng, Sicong Liu, Kun Tan, Liang Cheng
2014	—	`ch.`	Rotation-Based Ensemble Classifiers for High-Dimensional Data. Fusion in Computer Vision Junshi Xia, Jocelyn Chanussot, Peijun Du, Xiyan He
2013	J	`jnl`	Information fusion techniques for change detection from multi-temporal remote sensing images. Inf. Fusion Peijun Du, Sicong Liu, Junshi Xia, Yindi Zhao
2013	—	`conf`	MRF-Based Multiple Classifier System for Hyperspectral Remote Sensing Image Classification. MCS Junshi Xia, Peijun Du, Xiyan He
2012	J	`jnl`	Fusion of Difference Images for Change Detection Over Urban Areas. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Peijun Du, Sicong Liu, Paolo Gamba, Kun Tan, Junshi Xia
2012	C	`conf`	Hyperspectral remote sensing image classification based on the integration of support vector machine and random forest. IGARSS Peijun Du, Junshi Xia, Jocelyn Chanussot, Xiyan He
2012	J	`jnl`	Multiple Classifier System for Remote Sensing Image Classification: A Review. Sensors Peijun Du, Junshi Xia, Wei Zhang, Kun Tan, Yi Liu, Sicong Liu
2012	C	`conf`	Pansharpening using total variation regularization. IGARSS Xiyan He, Laurent Condat, Jocelyn Chanussot, Junshi Xia
2012	—	`conf`	Semi-supervised dimensionality reduction for hyperspectral remote sensing image classification. WHISPERS Junshi Xia, Jocelyn Chanussot, Peijun Du, Xiyan He
2011	—	`conf`	Fusion of difference images for change detection in urban areas. JURSE Sicong Liu, Peijun Du, Paolo Gamba, Junshi Xia
2011	—	`conf`	Monitoring urban impervious surface area change using CBERS and HJ-1 remote sensing images. JURSE Junshi Xia, Peijun Du, Huapeng Zhang, Linshan Yuan
2010	—	`conf`	Extraction of urban impervious surface from hyperspectral remote sensing image. WHISPERS Peijun Du, Junshi Xia, Wen Cao, Xiaoling Wang
2009	—	`conf`	Hyperspectral Remote Sensing Image Classification based on Decision Level Fusion. IGARSS (4) Peijun Du, Wei Zhang, Shubi Zhang, Junshi Xia