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2020 – today
- 2024
- [j68]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) - [j67]Naoto Yokoya, Junshi Xia, Clifford Broni-Bediako:
Submeter-level land cover mapping of Japan. Int. J. Appl. Earth Obs. Geoinformation 127: 103660 (2024) - [j66]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) - [j65]Clifford Broni-Bediako, Junshi Xia, Jian Song, Hongruixuan Chen, Mennatullah Siam, Naoto Yokoya:
Generalized Few-Shot Semantic Segmentation in Remote Sensing: Challenge and Benchmark. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (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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For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
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Reference lists
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load references from crossref.org and opencitations.net
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Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
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OpenAlex data
Load additional information about publications from .
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last updated on 2024-12-23 19:35 CET by the dblp team
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