Rchr
J-GLOBAL ID：201801007057872864
Update date: Feb. 01, 2024
JUNSHI XIA
シャ ジュンシ | JUNSHI XIA
Affiliation and department：
Research field (2)：
Computational science
, Intelligent informatics
Research keywords (3)：
Hyperspectral remote sensing
, Disaster monitoring
, Machine learning
Research theme for competitive and other funds (3)：
- 2022 - 2026 3D land cover mapping from satellite imagery by weakly supervised learning
- 2019 - 2022 Deep forest for disaster monitoring with multi-temporal and multi-modal earth observation data
- 2016 - 2018 アンサンブル学習による多種リモートセンシングデータの画像分類アルゴリズムと応用
Papers (98)：
-
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. International Journal of Applied Earth Observation and Geoinformation. 2023. 117. 103193-103193
-
Junshi Xia, Naoto Yokoya, Gerald Baier. DML: Differ-Modality Learning for Building Semantic Segmentation. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. 2022. 60
-
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. ISPRS Journal of Photogrammetry and Remote Sensing. 2021. 175. 132-143
-
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. ISPRS Journal of Photogrammetry and Remote Sensing. 2021. 175. 132-143
-
Maryam Pourshamsi, Junshi Xia, Naoto Yokoya, Mariano Garcia, Marco Lavalle, Eric Pottier, Heiko Balzter. Tropical forest canopy height estimation from combined polarimetric SAR and LiDAR using machine-learning. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING. 2021. 172. 79-94
ｍore...
Work history (5)：
- 2023/04 - 現在 RIKEN AIP Geoinformatics Team Senior Scientist
- 2018/05 - 2023/03 RIKEN AIP Geoinformatics Unit Research scientist
- 2016/05 - 2018/04 The University of Tokyo JSPS Research Fellow
- 2015/05 - 2016/04 University of Bordeaux Post-doctoral researcher
- 2014/10 - 2015/04 Nanjing University Visiting research scientist
Committee career (1)：
- 2019/01 - 現在 IEEE Geoscience and Remote Sensing
Return to Previous Page
