Hyperspectral Image Classification With Canonical Correlation Forests
Junshi Xia, Yokoya, Naoto, Iwasaki, Akira
Published in IEEE transactions on geoscience and remote sensing (01.01.2017)
Published in IEEE transactions on geoscience and remote sensing (01.01.2017)
Get full text
Journal Article
Hyperspectral Remote Sensing Image Classification Based on Rotation Forest
Xia, Junshi, Du, Peijun, He, Xiyan, Chanussot, Jocelyn
Published in IEEE geoscience and remote sensing letters (01.01.2014)
Published in IEEE geoscience and remote sensing letters (01.01.2014)
Get full text
Journal Article
DML: Differ-Modality Learning for Building Semantic Segmentation
Xia, Junshi, Yokoya, Naoto, Baier, Gerald
Published in IEEE transactions on geoscience and remote sensing (2022)
Published in IEEE transactions on geoscience and remote sensing (2022)
Get full text
Journal Article
Landslide Extraction Using Mask R-CNN with Background-Enhancement Method
Yang, Ruilin, Zhang, Feng, Xia, Junshi, Wu, Chuyi
Published in Remote sensing (Basel, Switzerland) (01.05.2022)
Published in Remote sensing (Basel, Switzerland) (01.05.2022)
Get full text
Journal Article
National high-resolution cropland classification of Japan with agricultural census information and multi-temporal multi-modality datasets
Xia, Junshi, Yokoya, Naoto, Adriano, Bruno, Kanemoto, Keiichiro
Published in International journal of applied earth observation and geoinformation (01.03.2023)
Published in International journal of applied earth observation and geoinformation (01.03.2023)
Get full text
Journal Article
Spectral-Spatial Classification of Hyperspectral Images Using ICA and Edge-Preserving Filter via an Ensemble Strategy
Junshi Xia, Bombrun, Lionel, Adali, Tulay, Berthoumieu, Yannick, Germain, Christian
Published in IEEE transactions on geoscience and remote sensing (01.08.2016)
Published in IEEE transactions on geoscience and remote sensing (01.08.2016)
Get full text
Journal Article
Multi-Source Data Fusion Based on Ensemble Learning for Rapid Building Damage Mapping during the 2018 Sulawesi Earthquake and Tsunami in Palu, Indonesia
Adriano, Bruno, Xia, Junshi, Baier, Gerald, Yokoya, Naoto, Koshimura, Shunichi
Published in Remote sensing (Basel, Switzerland) (01.04.2019)
Published in Remote sensing (Basel, Switzerland) (01.04.2019)
Get full text
Journal Article
A New Pansharpening Method Based on Spatial and Spectral Sparsity Priors
Xiyan He, Condat, Laurent, Bioucas-Dias, Jose M., Chanussot, Jocelyn, Junshi Xia
Published in IEEE transactions on image processing (01.09.2014)
Published in IEEE transactions on image processing (01.09.2014)
Get full text
Journal Article
Learning from multimodal and multitemporal earth observation data for building damage mapping
Adriano, Bruno, Yokoya, Naoto, Xia, Junshi, Miura, Hiroyuki, Liu, Wen, Matsuoka, Masashi, Koshimura, Shunichi
Published in ISPRS journal of photogrammetry and remote sensing (01.05.2021)
Published in ISPRS journal of photogrammetry and remote sensing (01.05.2021)
Get full text
Journal Article
Building Damage Detection Using U-Net with Attention Mechanism from Pre- and Post-Disaster Remote Sensing Datasets
Wu, Chuyi, Zhang, Feng, Xia, Junshi, Xu, Yichen, Li, Guoqing, Xie, Jibo, Du, Zhenhong, Liu, Renyi
Published in Remote sensing (Basel, Switzerland) (01.03.2021)
Published in Remote sensing (Basel, Switzerland) (01.03.2021)
Get full text
Journal Article