| 2024 | CVPR | Unsupervised Domain Adaptation Architecture Search with Self-Training for Land Cover Mapping. | Clifford Broni-Bediako, Junshi Xia, Naoto Yokoya |
| 2024 | IGARSS | OpenEarthMap Benchmark Suite and Its Applications. | Naoto Yokoya, Junshi Xia, Clifford Broni-Bediako, Jian Song, Hongruixuan Chen |
| 2024 | IGARSS | When Daformer Meets Multi-Modality Datasets. | Damian Ibaez, Junshi Xia, Naoto Yokoya |
| 2023 | WACV | OpenEarthMap: A Benchmark Dataset for Global High-Resolution Land Cover Mapping. | Junshi Xia, Naoto Yokoya, Bruno Adriano, Clifford Broni-Bediako |
| 2022 | ICIP | Deep Ensemble Learning Model Based on Covariance Pooling of Multi-Layer CNN Features. | Sara Akodad, Lionel Bombrun, Maria Puscasu, Junshi Xia, Christian Germain, Yannick Berthoumieu |
| 2020 | IGARSS | Damage Characterization in Urban Environments from Multitemporal Remote Sensing Datasets Built from Previous Events. | Bruno Adriano, Junshi Xia, Naoto Yokoya, Hiroyuki Miura, Masashi Matsuoka, Shunichi Koshimura |
| 2019 | ICASSP | Classification of Hyperspectral and Lidar with Deep Rotation Forest. | Junshi Xia, Zuheng Ming |
| 2019 | IGARSS | Mangrove Species Mapping Using Sentinel-1 and Sentinel-2 Data in North Vietnam. | Tien Dat Pham, Junshi Xia, Gerald Baier, Nga Nhu Le, Naoto Yokoya |
| 2019 | IGARSS | Building Damage Mapping Via Transfer Learning. | Junshi Xia, Bruno Adriano, Gerald Baier, Naoto Yokoya |
| 2019 | IGARSS | Ensemble Margin Based Semi-Supervised Random Forest for the Classification of Hyperspectral Image with Limited Training Data. | Wei Feng, Wenjiang Huang, Gabriel Dauphin, Junshi Xia, Yinghui Quan, Huichun Ye, Yingying Dong |
| 2019 | IGARSS | Cross-Domain-Classification of Tsunami Damage Via Data Simulation and Residual-Network-Derived Features From Multi-Source Images. | Bruno Adriano, Naoto Yokoya, Junshi Xia, Gerald Baier, Shunichi Koshimura |
| 2019 | IGARSS | Robust Nonlocal Low-Rank Sar Stack Despeckling With Application To Change Detection. | Gerald Baier, Wei He, Bruno Adriano, Junshi Xia, Naoto Yokoya |
| 2019 | IGARSS | Fusion of Multispectral Image and Airborne LiDAR Data for the Classification of Urban Area with Rotation Forest. | Jike Chen, Junshi Xia, Shuanggen Jin, Peijun Du, Zhigang Xu |
| 2018 | IGARSS | Multiple Sources Data Fusion Via Deep Forest. | Junshi Xia, Zuheng Ming, Akira Iwasaki |
| 2018 | IGARSS | Boosting for Domain Adaptation Extreme Learning Machines for Hyperspectral Image Classification. | Junshi Xia, Naoto Yokoya, Akira Iwasaki |
| 2018 | IGARSS | Small Size Class Preserving Classification Based on Segmentation for Hyperspectral Data. | Tatsuya Yamada, Junshi Xia, Akira Iwasaki |
| 2017 | ICASSP | A novel ensemble classifier of hyperspectral and LiDAR data using morphological features. | Junshi Xia, Naoto Yokoya, Akira Iwasaki |
| 2017 | IGARSS | Hyperspectral image classification with partial least square forest. | Junshi Xia, Naoto Yokoya, Akira Iwasaki |
| 2017 | IGARSS | Ensemble of transfer component analysis for domain adaptation in hyperspectral remote sensing image classification. | Junshi Xia, Naoto Yokoya, Akira Iwasaki |
| 2017 | IGARSS | Multimodal, multitemporal, and multisource global data fusion for local climate zones classification based on ensemble learning. | Naoto Yokoya, Pedram Ghamisi, Junshi Xia |
| 2017 | IGARSS | Multiple composite kernel learning for hyperspectral image classification. | Peijun Du, Junshi Xia, Pedram Ghamisi, Akira Iwasaki, Jn Atli Benediktsson |
| 2016 | ICASSP | Classification of hyperspectral data with ensemble of subspace ICA and edge-preserving filtering. | Junshi Xia, Lionel Bombrun, Tlay Adali, Yannick Berthoumieu, Christian Germain |
| 2016 | ICIP | Multiple features learning via rotation strategy. | Junshi Xia, Lionel Bombrun, Yannick Berthoumieu, Christian Germain |
| 2016 | IGARSS | Spectral-spatial Rotation Forest for hyperspectral image classification. | Junshi Xia, Lionel Bombrun, Yannick Berthoumieu, Christian Germain, Peijun Du |
| 2015 | IGARSS | Semi-supervised graph fusion of hyperspectral and lidar data for classification. | Wenzhi Liao, Junshi Xia, Peijun Du, Wilfried Philips |
| 2012 | IGARSS | Hyperspectral remote sensing image classification based on the integration of support vector machine and random forest. | Peijun Du, Junshi Xia, Jocelyn Chanussot, Xiyan He |
| 2012 | IGARSS | Pansharpening using total variation regularization. | Xiyan He, Laurent Condat, Jocelyn Chanussot, Junshi Xia |
| 2009 | IGARSS | Hyperspectral Remote Sensing Image Classification based on Decision Level Fusion. | Peijun Du, Wei Zhang, Shubi Zhang, Junshi Xia |