Junshi Xia

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 87

Top Venues

Remote. Sens.

IGARSS

IEEE Trans. Geosci. Remote. Sens.

CoRR

Publications

Hongruixuan Chen, Jian Song, Chengxi Han, Junshi Xia, Naoto Yokoya
ChangeMamba: Remote Sensing Change Detection with Spatio-Temporal State Space Model. CoRR (2024)
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 (2024)
Naoto Yokoya, Junshi Xia, Clifford Broni-Bediako
Submeter-level land cover mapping of Japan. Int. J. Appl. Earth Obs. Geoinformation 127 (2024)
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 (2024)
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 (2024)
Clifford Broni-Bediako, Junshi Xia, Naoto Yokoya
Unsupervised Domain Adaptation Architecture Search with Self-Training for Land Cover Mapping. CoRR (2024)
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 (2024)
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 (2024)
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 (2024)
Junshi Xia, Naoto Yokoya, Bruno Adriano, Clifford Broni-Bediako
OpenEarthMap: A Benchmark Dataset for Global High-Resolution Land Cover Mapping. WACV (2023)
Clifford Broni-Bediako, Junshi Xia, Naoto Yokoya
Real-Time Semantic Segmentation: A Brief Survey & Comparative Study in Remote Sensing. CoRR (2023)
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) (2023)
Naoto Yokoya, Junshi Xia, Clifford Broni-Bediako
Submeter-level Land Cover Mapping of Japan. CoRR (2023)
Lingfei Shi, Feng Zhang, Junshi Xia, Jibo Xie
Scene-level buildings damage recognition based on Cross Conv-Transformer. Int. J. Digit. Earth 16 (2) (2023)
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 (2023)
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 (2023)
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 (2022)
Junshi Xia, Naoto Yokoya, Bruno Adriano, Clifford Broni-Bediako
OpenEarthMap: A Benchmark Dataset for Global High-Resolution Land Cover Mapping. CoRR (2022)
Lianchong Zhang, Junshi Xia
Flood Detection Using Multiple Chinese Satellite Datasets during 2020 China Summer Floods. Remote. Sens. 14 (1) (2022)
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 (2022)
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)
Ruilin Yang, Feng Zhang, Junshi Xia, Chuyi Wu
Landslide Extraction Using Mask R-CNN with Background-Enhancement Method. Remote. Sens. 14 (9) (2022)
Junshi Xia, Naoto Yokoya, Gerald Baier
DML: Differ-Modality Learning for Building Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
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) (2021)
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 (2021)
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 (2021)
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) (2021)
Junshi Xia, Naoto Yokoya, Bruno Adriano
Building Damage Mapping with Self-PositiveUnlabeled Learning. CoRR (2021)
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 (2021)
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 (2020)
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) (2020)
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) (2020)
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) (2020)
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) (2020)
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)
Junshi Xia, Wenzhi Liao, Peijun Du
Hyperspectral and LiDAR Classification With Semisupervised Graph Fusion. IEEE Geosci. Remote. Sens. Lett. 17 (4) (2020)
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) (2020)
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) (2020)
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 (2020)
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) (2020)
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) (2020)
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) (2019)
Junshi Xia, Bruno Adriano, Gerald Baier, Naoto Yokoya
Building Damage Mapping Via Transfer Learning. IGARSS (2019)
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 (2019)
Junshi Xia, Zuheng Ming
Classification of Hyperspectral and Lidar with Deep Rotation Forest. ICASSP (2019)
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) (2019)
Zuheng Ming, Junshi Xia, Muhammad Muzzamil Luqman, Jean-Christophe Burie, Kaixing Zhao
Dynamic Multi-Task Learning for Face Recognition with Facial Expression. CoRR (2019)
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) (2019)
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)
Gerald Baier, Wei He, Bruno Adriano, Junshi Xia, Naoto Yokoya
Robust Nonlocal Low-Rank Sar Stack Despeckling With Application To Change Detection. IGARSS (2019)
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)
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)
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) (2019)
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)
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) (2018)
Le Gan, Junshi Xia, Peijun Du, Jocelyn Chanussot
Multiple Feature Kernel Sparse Representation Classifier for Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 56 (9) (2018)
Junshi Xia, Naoto Yokoya, Akira Iwasaki
Boosting for Domain Adaptation Extreme Learning Machines for Hyperspectral Image Classification. IGARSS (2018)
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) (2018)
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) (2018)
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) (2018)
Junshi Xia, Naoto Yokoya, Akira Iwasaki
Fusion of Hyperspectral and LiDAR Data With a Novel Ensemble Classifier. IEEE Geosci. Remote. Sens. Lett. 15 (6) (2018)
Tatsuya Yamada, Junshi Xia, Akira Iwasaki
Small Size Class Preserving Classification Based on Segmentation for Hyperspectral Data. IGARSS (2018)
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) (2018)
Peijun Du, Le Gan, Junshi Xia, Daming Wang
Multikernel Adaptive Collaborative Representation for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 56 (8) (2018)
Junshi Xia, Zuheng Ming, Akira Iwasaki
Multiple Sources Data Fusion Via Deep Forest. IGARSS (2018)
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) (2018)
Le Gan, Peijun Du, Junshi Xia, Yaping Meng
Kernel Fused Representation-Based Classifier for Hyperspectral Imagery. IEEE Geosci. Remote. Sens. Lett. 14 (5) (2017)
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) (2017)
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) (2017)
Junshi Xia, Naoto Yokoya, Akira Iwasaki
Hyperspectral image classification with partial least square forest. IGARSS (2017)
Junshi Xia, Naoto Yokoya, Akira Iwasaki
Ensemble of transfer component analysis for domain adaptation in hyperspectral remote sensing image classification. IGARSS (2017)
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) (2017)
Naoto Yokoya, Pedram Ghamisi, Junshi Xia
Multimodal, multitemporal, and multisource global data fusion for local climate zones classification based on ensemble learning. IGARSS (2017)
Peijun Du, Junshi Xia, Pedram Ghamisi, Akira Iwasaki, Jón Atli Benediktsson
Multiple composite kernel learning for hyperspectral image classification. IGARSS (2017)
Junshi Xia, Naoto Yokoya, Akira Iwasaki
Hyperspectral Image Classification With Canonical Correlation Forests. IEEE Trans. Geosci. Remote. Sens. 55 (1) (2017)
Le Gan, Junshi Xia, Peijun Du, Zhigang Xu
Dissimilarity-Weighted Sparse Representation for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 14 (11) (2017)
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) (2017)
Junshi Xia, Naoto Yokoya, Akira Iwasaki
A novel ensemble classifier of hyperspectral and LiDAR data using morphological features. ICASSP (2017)
Junshi Xia, Lionel Bombrun, Yannick Berthoumieu, Christian Germain, Peijun Du
Spectral-spatial Rotation Forest for hyperspectral image classification. IGARSS (2016)
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)
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) (2016)
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) (2016)
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) (2016)
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) (2016)
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) (2016)
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) (2016)
Junshi Xia, Lionel Bombrun, Yannick Berthoumieu, Christian Germain
Multiple features learning via rotation strategy. ICIP (2016)
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) (2015)
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) (2015)
Jike Chen, Junshi Xia, Peijun Du, Jocelyn Chanussot
Combining rotation forest and multi-scale segmentation for the classification of hyperspectral data. WHISPERS (2015)
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) (2015)
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) (2015)
Wenzhi Liao, Junshi Xia, Peijun Du, Wilfried Philips
Semi-supervised graph fusion of hyperspectral and lidar data for classification. IGARSS (2015)
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) (2014)
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) (2014)
Junshi Xia, Peijun Du, Xiyan He, Jocelyn Chanussot
Hyperspectral Remote Sensing Image Classification Based on Rotation Forest. IEEE Geosci. Remote. Sens. Lett. 11 (1) (2014)
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) (2014)
Peijun Du, Sicong Liu, Junshi Xia, Yindi Zhao
Information fusion techniques for change detection from multi-temporal remote sensing images. Inf. Fusion 14 (1) (2013)
Junshi Xia, Peijun Du, Xiyan He
MRF-Based Multiple Classifier System for Hyperspectral Remote Sensing Image Classification. MCS (2013)
Junshi Xia, Jocelyn Chanussot, Peijun Du, Xiyan He
Semi-supervised dimensionality reduction for hyperspectral remote sensing image classification. WHISPERS (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Junshi Xia