Junshi Xia - Publications, H-index & Citations

Back

Junshi Xia

riken

48H-index

224Paper Count

7.5KCitation Count

Published Papers 65

Publication Date

RoadMark-cGAN: Generative Conditional Learning to Directly Map Road Marking Lines from Aerial Orthophotos via Image-to-Image Translation

Electronics

IF2.6

2026-03-04

OAAI

Calimanut-Ionut Cira; Naoto Yokoya; Miguel-Ángel Manso-Callejo; Ramon Alcarria; Clifford Broni-Bediako; Junshi Xia; Borja Bordel

Save

Deep Fuzzy Fusion Network for Joint Hyperspectral and LiDAR Data Classification

Remote Sensing

IF4.1

2026-03-03

OAAI

Guangen Liu; Jiale Song; Yonghe Chu; Lianchong Zhang; Peng Li; Junshi Xia

Save

SARLANG-1M: A Benchmark for Vision–Language Modeling in SAR Image Understanding

IEEE Transactions on Geoscience and Remote Sensing

IF8.6

2026-01-12

PREAI

Yimin Wei; Aoran Xiao; Yexian Ren; Yuting Zhu; Hongruixuan Chen; Junshi Xia; Naoto Yokoya

Save

OpenEarthMap-SAR: A benchmark synthetic aperture radar dataset for global high-resolution land cover mapping [Software and Data Sets]

IEEE Geoscience and Remote Sensing Magazine

IF16.4

2025-12-17

PREAI

Junshi Xia; Hongruixuan Chen; Clifford Broni-Bediako; Yimin Wei; Jian Song; Naoto Yokoya

Save

CityVLM: Towards sustainable urban development via multi-view coordinated vision–language model

ISPRS Journal of Photogrammetry and Remote Sensing

IF12.2

2025-12-03

PREAI

Junjue Wang; Weihao Xuan; Heli Qi; Zihang Chen; Hongruixuan Chen; Zhuo Zheng; Junshi Xia; Yanfei Zhong; Naoto Yokoya

Save

Bright: a globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster response

EARTH SYSTEM SCIENCE DATA

IF11.6

2025-11-18

PREAI

Chen, Hongruixuan; Song, Jian; Dietrich, Olivier; Broni-Bediako, Clifford; Xuan, Weihao; Wang, Junjue; Shao, Xinlei; Wei, Yimin; Xia, Junshi; Lan, Cuiling; Schindler, Konrad; Yokoya, Naoto

Save

Constructing an Extensible Building Damage Dataset via Semi-supervised Fine-Tuning across 12 Natural Disasters

Journal of Remote Sensing

IF6.8

2025-08-07

OAAI

Zeyu Wang; Chuyi Wu; Feng Zhang; Junshi Xia

Save

CFP-SwinT: building damage classification during floods using cross fusion pyramid Swin-T

International Journal of Digital Earth

IF4.9

2025-06-28

OAAI

Chuyi Wu; Zeyu Wang; Junshi Xia; Feng Zhang

Save

Generating national very high-resolution land cover product of France without any labels: A comparative study

REMOTE SENSING APPLICATIONS-SOCIETY AND ENVIRONMENT

IF4.5

2025-04-01

PREAI

Junshi Xia; Clifford Broni-Bediako; Naoto Yokoya

Save

UM2Former: U-Shaped Multimixed Transformer Network for Large-Scale Hyperspectral Image Semantic Segmentation

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2025-01-01

PREAI

Xu, Aijun; Xue, Zhaohui; Li, Ziyu; Cheng, Shun; Su, Hongjun; Xia, Junshi

Save

Intra- and inter-annual spatiotemporal variations and climatic driving factors of surface water area in the Irtysh River Basin during 1985-2022

REMOTE SENSING APPLICATIONS-SOCIETY AND ENVIRONMENT

IF4.5

2025-01-01

PREAI

Zhu, Enzhao; Samat, Alim; Li, Wenbo; Xu, Ren; Xia, Junshi; Qiu, Yinguo; Abuduwaili, Jilili

Save

Estimates and dynamics of surface water extent in the Yangtze Plain from Sentinel-1&2 observations

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

IF8.6

2024-11-01

OAAI

Guo, Shanchuan; Chen, Yu; Zhang, Peng; Zhang, Wei; Tang, Pengfei; Fang, Hong; Xia, Junshi; Du, Peijun

Save

Submeter-level land cover mapping of Japan

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

IF8.6

2024-03-01

OAAI

Yokoya, Naoto; Xia, Junshi; Broni-Bediako, Clifford

Save

Rapid mapping of volcanic eruption building damage: A model based on prior knowledge and few-shot fine-tuning

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION

IF8.6

2024-02-01

OAAI

Wang, Zeyu; Zhang, Feng; Wu, Chuyi; Xia, Junshi

Save

Frequency-Based Optimal Style Mix for Domain Generalization in Semantic Segmentation of Remote Sensing Images

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2024-01-01

PREAI

Iizuka, Reo; Xia, Junshi; Yokoya, Naoto

Save

Generalized Few-Shot Semantic Segmentation in Remote Sensing: Challenge and Benchmark

ieee geoscience and remote sensing magazine

IF4.4

2024-01-01

OAAI

Broni-Bediako, Clifford; Xia, Junshi; Song, Jian; Chen, Hongruixuan; Siam, Mennatullah; Yokoya, Naoto

Save

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

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2024-01-01

PREAI

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

Save

A Novel Remote Sensing Image Change Detection Approach Based on Multilevel State Space Model

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2024-01-01

PREAI

Zhang, Zhongyu; Fan, Xuanmei; Wang, Xin; Qin, Yingxiang; Xia, Junshi

Save

ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space Model

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2024-01-01

PREAI

Chen, Hongruixuan; Song, Jian; Han, Chengxi; Xia, Junshi; Yokoya, Naoto

Save

ObjFormer: Learning Land-Cover Changes From Paired OSM Data and Optical High-Resolution Imagery via Object-Guided Transformer

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2024-01-01

PREAI

Chen, Hongruixuan; Lan, Cuiling; Song, Jian; Broni-Bediako, Clifford; Xia, Junshi; Yokoya, Naoto

Save

Research Directions