Xia Junshi (XIA JUNSHI) - マイポータル

基本情報

所属: 国立研究開発法人理化学研究所革新知能統合研究センター上級研究員

J-GLOBAL ID: 201801007057872864
researchmap会員ID: B000325109

研究キーワード

研究分野

経歴

2023年4月 - 現在

RIKEN AIP, Geoinformatics Team, Senior Scientist
2018年5月 - 2023年3月

RIKEN AIP, Geoinformatics Unit, Research scientist
2016年5月 - 2018年4月

The University of Tokyo, JSPS Research Fellow
2015年5月 - 2016年4月

University of Bordeaux, Post-doctoral researcher
2014年10月 - 2015年4月

Nanjing University, Visiting research scientist

委員歴

2019年1月 - 現在

IEEE, Geoscience and Remote Sensing

論文

105

A Coupled Tensor Double-Factor Method for Hyperspectral and Multispectral Image Fusion.

Ting Xu, Ting-Zhu Huang, Liang-Jian Deng, Jin-Liang Xiao, Clifford Broni-Bediako, Junshi Xia, Naoto Yokoya

IEEE Trans. Geosci. Remote. Sens. 62 1-17 2024年
Frequency-Based Optimal Style Mix for Domain Generalization in Semantic Segmentation of Remote Sensing Images.

Reo Iizuka, Junshi Xia, Naoto Yokoya

IEEE Trans. Geosci. Remote. Sens. 62 1-14 2024年
National high-resolution cropland classification of Japan with agricultural census information and multi-temporal multi-modality datasets

Junshi Xia, Naoto Yokoya, Bruno Adriano, Keiichiro Kanemoto

International Journal of Applied Earth Observation and Geoinformation 117 103193-103193 2023年3月
OpenEarthMap: A Benchmark Dataset for Global High-Resolution Land Cover Mapping.

Junshi Xia, Naoto Yokoya, Bruno Adriano, Clifford Broni-Bediako

IEEE/CVF Winter Conference on Applications of Computer Vision(WACV) 6243-6253 2023年
OpenEarthMap: A Benchmark Dataset for Global High-Resolution Land Cover Mapping.

Junshi Xia, Naoto Yokoya, Bruno Adriano, Clifford Broni-Bediako

CoRR abs/2210.10732 2022年
DML: Differ-Modality Learning for Building Semantic Segmentation

Junshi Xia, Naoto Yokoya, Gerald Baier

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING 60 2022年
Learning from multimodal and multitemporal earth observation data for building damage mapping

Bruno Adriano, Naoto Yokoya, Junshi Xia, Hiroyuki Miura, Wen Liu, Masashi Matsuoka, Shunichi Koshimura

ISPRS Journal of Photogrammetry and Remote Sensing 175 132-143 2021年5月
Learning from multimodal and multitemporal earth observation data for building damage mapping

Bruno Adriano, Naoto Yokoya, Junshi Xia, Hiroyuki Miura, Wen Liu, Masashi Matsuoka, Shunichi Koshimura

ISPRS Journal of Photogrammetry and Remote Sensing 175 132-143 2021年5月
Tropical forest canopy height estimation from combined polarimetric SAR and LiDAR using machine-learning

Maryam Pourshamsi, Junshi Xia, Naoto Yokoya, Mariano Garcia, Marco Lavalle, Eric Pottier, Heiko Balzter

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING 172 79-94 2021年2月
Building Damage Mapping with Self-PositiveUnlabeled Learning.

Junshi Xia, Naoto Yokoya, Bruno Adriano

CoRR abs/2111.02586 2021年
A Benchmark High-Resolution GaoFen-3 SAR Dataset for Building Semantic Segmentation

Junshi Xia, Naoto Yokoya, Bruno Adriano, Lianchong Zhang, Guoqing Li, Zhigang Wang

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING 14 5950-5963 2021年
Improvement of Mangrove Soil Carbon Stocks Estimation in North Vietnam Using Sentinel-2 Data and Machine Learning Approach

Tien Dat Pham, Naoto Yokoya, Thi Thu Trang Nguyen, Nga Nhu Le, Nam Thang Ha, Junshi Xia, Wataru Takeuchi, Tien Duc Pham

GIScience and Remote Sensing 58(1) 68-87 2021年
GPU-Accelerated CatBoost-Forest for Hyperspectral Image Classification Via Parallelized mRMR Ensemble Subspace Feature Selection.

Alim Samat, Erzhu Li, Peijun Du, Sicong Liu, Junshi Xia

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 3200-3214 2021年
Building Damage Detection Using U-Net with Attention Mechanism from Pre- and Post-Disaster Remote Sensing Datasets.

Chuyi Wu, Feng Zhang 0009, Junshi Xia, Yichen Xu, Guoqing Li, Jibo Xie, Zhenhong Du, Renyi Liu

Remote. Sens. 13(5) 905-905 2021年
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

IEEE International Geoscience and Remote Sensing Symposium(IGARSS) 3751-3754 2020年
An Improved Feature Set for Hyperspectral Image Classification: Harmonic Analysis Optimized by Multiscale Guided Filter.

Wei Zhang 0156, Peijun Du, Cong Lin 0002, Pingjie Fu, Xin Wang 0032, Xuyu Bai, Hongrui Zheng, Junshi Xia, Alim Samat

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 3903-3916 2020年
Probabilistic Mangrove Species Mapping with Multiple-Source Remote-Sensing Datasets Using Label Distribution Learning in Xuan Thuy National Park, Vietnam.

Junshi Xia, Naoto Yokoya, Tien Dat Pham 0001

Remote. Sens. 12(22) 3834-3834 2020年
Ensemble Learning Approaches Based on Covariance Pooling of CNN Features for High Resolution Remote Sensing Scene Classification.

Sara Akodad, Lionel Bombrun, Junshi Xia, Yannick Berthoumieu, Christian Germain

Remote. Sens. 12(20) 3292-3292 2020年
An Effective Method for Detecting Clouds in GaoFen-4 Images of Coastal Zones.

Zheng Wang, Jun Du, Junshi Xia, Cheng Chen, Qun Zeng, Liqiao Tian, Lihui Wang, Zhihua Mao

Remote. Sens. 12(18) 3003-3003 2020年
Estimation of All-Weather 1 km MODIS Land Surface Temperature for Humid Summer Days.

Cheolhee Yoo, Jungho Im, Dongjin Cho, Naoto Yokoya, Junshi Xia, Benjamin Bechtel

Remote. Sens. 12(9) 1398-1398 2020年

もっとみる

共同研究・競争的資金等の研究課題

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

日本学術振興会科学研究費助成事業基盤研究(B) 2022年4月 - 2026年3月

横矢直人, Xia Junshi, 石田隆
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

日本学術振興会科学研究費助成事業基盤研究(B) 2022年4月 - 2026年3月

横矢直人, Xia Junshi, 石田隆
Deep forest for disaster monitoring with multi-temporal and multi-modal earth observation data

Japan Society for the Promotion of Science Grants-in-Aid for Scientific Research Grant-in-Aid for Early-Career Scientists Grant-in-Aid for Early-Career Scientists 2019年4月 - 2022年3月

XIA JUNSHI
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

日本学術振興会科学研究費助成事業特別研究員奨励費特別研究員奨励費 2016年7月 - 2018年3月

岩崎晃, XIA JUNSHI

Xia Junshi

基本情報

研究キーワード

研究分野

経歴

委員歴

論文

共同研究・競争的資金等の研究課題

メニュー

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