Xia Junshi

シャジュンシ | JUNSHI XIA

所属機関・部署：
職名：上級研究員

研究分野 (2件)：計算科学 , 知能情報学

研究キーワード (3件)： Hyperspectral remote sensing , Disaster monitoring , Machine learning

競争的資金等の研究課題 (3件)：

2022 - 2026 弱教師付き学習による衛星画像からの3D土地被覆地図生成
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

論文 (98件)：

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

経歴 (5件)：

委員歴 (1件)：

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