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J

Junshi Xia

RIKEN Center for Advanced Intelligence Project

48H-index
225Paper Count
7.5KCitation Count
Published Papers 66
Publication Date
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Rethinking AI in Hyperspectral Image Classification: Paradigms, representations, and interpretability
errIEEE Geoscience and Remote Sensing Magazine
IF16.4
err2026-09-18
err0
PREAI
errZhaohui Xue; Xiangyu Nie; Junshi Xia; Danfeng Hong; Gustau Camps-Valls
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RoadMark-cGAN: Generative Conditional Learning to Directly Map Road Marking Lines from Aerial Orthophotos via Image-to-Image Translation
errElectronics
IF2.6
err2026-03-04
err0
errOAAI
errCalimanut-Ionut Cira; Naoto Yokoya; Miguel-Ángel Manso-Callejo; Ramon Alcarria; Clifford Broni-Bediako; Junshi Xia; Borja Bordel
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errSave
Deep Fuzzy Fusion Network for Joint Hyperspectral and LiDAR Data Classification
errRemote Sensing
IF4.1
err2026-03-03
err0
errOAAI
errGuangen Liu; Jiale Song; Yonghe Chu; Lianchong Zhang; Peng Li; Junshi Xia
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errSave
SARLANG-1M: A Benchmark for Vision–Language Modeling in SAR Image Understanding
errIEEE Transactions on Geoscience and Remote Sensing
IF8.6
err2026-01-12
err0
PREAI
errYimin Wei; Aoran Xiao; Yexian Ren; Yuting Zhu; Hongruixuan Chen; Junshi Xia; Naoto Yokoya
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errSave
OpenEarthMap-SAR: A benchmark synthetic aperture radar dataset for global high-resolution land cover mapping [Software and Data Sets]
errIEEE Geoscience and Remote Sensing Magazine
IF16.4
err2025-12-17
err0
PREAI
errJunshi Xia; Hongruixuan Chen; Clifford Broni-Bediako; Yimin Wei; Jian Song; Naoto Yokoya
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errSave
CityVLM: Towards sustainable urban development via multi-view coordinated vision–language model
errISPRS Journal of Photogrammetry and Remote Sensing
IF12.2
err2025-12-03
err0
PREAI
errJunjue Wang; Weihao Xuan; Heli Qi; Zihang Chen; Hongruixuan Chen; Zhuo Zheng; Junshi Xia; Yanfei Zhong; Naoto Yokoya
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errSave
Bright: a globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster response
errEARTH SYSTEM SCIENCE DATA
IF11.6
err2025-11-18
err4
PREAI
errChen, Hongruixuan; Song, Jian; Dietrich, Olivier; Broni-Bediako, Clifford; Xuan, Weihao; Wang, Junjue; Shao, Xinlei; Wei, Yimin; Xia, Junshi; Lan, Cuiling; Schindler, Konrad; Yokoya, Naoto
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errSave
Constructing an Extensible Building Damage Dataset via Semi-supervised Fine-Tuning across 12 Natural Disasters
errJournal of Remote Sensing
IF6.8
err2025-08-07
err0
errOAAI
errZeyu Wang; Chuyi Wu; Feng Zhang; Junshi Xia
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errSave
CFP-SwinT: building damage classification during floods using cross fusion pyramid Swin-T
errInternational Journal of Digital Earth
IF4.9
err2025-06-28
err0
errOAAI
errChuyi Wu; Zeyu Wang; Junshi Xia; Feng Zhang
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errSave
Generating national very high-resolution land cover product of France without any labels: A comparative study
errREMOTE SENSING APPLICATIONS-SOCIETY AND ENVIRONMENT
IF4.5
err2025-04-01
err0
PREAI
errJunshi Xia; Clifford Broni-Bediako; Naoto Yokoya
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errSave
UM2Former: U-Shaped Multimixed Transformer Network for Large-Scale Hyperspectral Image Semantic Segmentation
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2025-01-01
err0
PREAI
errXu, Aijun; Xue, Zhaohui; Li, Ziyu; Cheng, Shun; Su, Hongjun; Xia, Junshi
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errSave
Intra- and inter-annual spatiotemporal variations and climatic driving factors of surface water area in the Irtysh River Basin during 1985-2022
errREMOTE SENSING APPLICATIONS-SOCIETY AND ENVIRONMENT
IF4.5
err2025-01-01
err0
PREAI
errZhu, Enzhao; Samat, Alim; Li, Wenbo; Xu, Ren; Xia, Junshi; Qiu, Yinguo; Abuduwaili, Jilili
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errSave
Estimates and dynamics of surface water extent in the Yangtze Plain from Sentinel-1&2 observations
errINTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION
IF8.6
err2024-11-01
err0
errOAAI
errGuo, Shanchuan; Chen, Yu; Zhang, Peng; Zhang, Wei; Tang, Pengfei; Fang, Hong; Xia, Junshi; Du, Peijun
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errSave
Submeter-level land cover mapping of Japan
errINTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION
IF8.6
err2024-03-01
err0
errOAAI
errYokoya, Naoto; Xia, Junshi; Broni-Bediako, Clifford
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errSave
Rapid mapping of volcanic eruption building damage: A model based on prior knowledge and few-shot fine-tuning
errINTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION
IF8.6
err2024-02-01
err2
errOAAI
errWang, Zeyu; Zhang, Feng; Wu, Chuyi; Xia, Junshi
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errSave
Frequency-Based Optimal Style Mix for Domain Generalization in Semantic Segmentation of Remote Sensing Images
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2024-01-01
err4
PREAI
errIizuka, Reo; Xia, Junshi; Yokoya, Naoto
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errSave
Generalized Few-Shot Semantic Segmentation in Remote Sensing: Challenge and Benchmark
errieee geoscience and remote sensing magazine
IF4.4
err2024-01-01
err1
errOAAI
errBroni-Bediako, Clifford; Xia, Junshi; Song, Jian; Chen, Hongruixuan; Siam, Mennatullah; Yokoya, Naoto
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errSave
A Coupled Tensor Double-Factor Method for Hyperspectral and Multispectral Image Fusion
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2024-01-01
err10
PREAI
errXu, Ting; Huang, Ting-Zhu; Deng, Liang-Jian; Xiao, Jin-Liang; Broni-Bediako, Clifford; Xia, Junshi; Yokoya, Naoto
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errSave
A Novel Remote Sensing Image Change Detection Approach Based on Multilevel State Space Model
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2024-01-01
err2
PREAI
errZhang, Zhongyu; Fan, Xuanmei; Wang, Xin; Qin, Yingxiang; Xia, Junshi
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errSave
ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space Model
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2024-01-01
err85
PREAI
errChen, Hongruixuan; Song, Jian; Han, Chengxi; Xia, Junshi; Yokoya, Naoto
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errSave

Research Directions

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Co-authors
Cooperation Journals
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田捷 (Jie Tian)
H-index: 114 · Papers: 1.8K
D
Dieu Tien Bui
H-index: 112 · Papers: 300
J
Jocelyn Chanussot
H-index: 105 · Papers: 897
J
Jón Atli Benediktsson
H-index: 103 · Papers: 675
A
Antonio Plaza
H-index: 102 · Papers: 931
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