Junshi Xia - Publications, H-index & Citations

Junshi Xia

riken

48H指数

224论文数

7.5K被引数

收录论文 65

发表时间

RoadMark-cGAN: Generative Conditional Learning to Directly Map Road Marking Lines from Aerial Orthophotos via Image-to-Image Translation RoadMark-cGAN：通过图像到图像翻译直接从航拍正射影像生成条件学习以映射道路标线

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

Deep Fuzzy Fusion Network for Joint Hyperspectral and LiDAR Data Classification 刘, G.; 宋, J.; 褚, Y.; 张, L.; 李, P.; 夏, J. 深度模糊融合网络用于联合高光谱和LiDAR数据分类. Remote Sens. 2025, 17, 2923. [Google Scholar] [CrossRef]

Remote Sensing

IF4.1

2026-03-03

OAAI

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

SARLANG-1M: A Benchmark for Vision–Language Modeling in SAR Image Understanding SARLANG-1M: SAR图像理解中视觉语言建模的基准

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

OpenEarthMap-SAR: A benchmark synthetic aperture radar dataset for global high-resolution land cover mapping [Software and Data Sets]OpenEarthMap-SAR：一个用于全球高分辨率土地利用覆盖制图的标准合成孔径雷达数据集 [软件与数据集]

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

CityVLM: Towards sustainable urban development via multi-view coordinated vision–language model CityVLM：通过多视角协调的视觉-语言模型实现可持续城市发展

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

Bright: a globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster response Bright: 全球分布的多式联运建筑损坏评估数据集，具有全天候灾难响应的高分辨率

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

Constructing an Extensible Building Damage Dataset via Semi-supervised Fine-Tuning across 12 Natural Disasters 通过跨12种自然灾害的半监督微调构建可扩展的建筑损坏数据集

Journal of Remote Sensing

IF6.8

2025-08-07

OAAI

Zeyu Wang; Chuyi Wu; Feng Zhang; Junshi Xia

CFP-SwinT: building damage classification during floods using cross fusion pyramid Swin-T CFP-SwinT：洪水期间建筑损坏分类，使用交叉融合金字塔Swin-T

International Journal of Digital Earth

IF4.9

2025-06-28

OAAI

Chuyi Wu; Zeyu Wang; Junshi Xia; Feng Zhang

Generating national very high-resolution land cover product of France without any labels: A comparative study 生成法国国家级无标签超高分辩率土地覆盖产品：一项比较研究

REMOTE SENSING APPLICATIONS-SOCIETY AND ENVIRONMENT

IF4.5

2025-04-01

PREAI

Junshi Xia; Clifford Broni-Bediako; Naoto Yokoya

UM2Former: U-Shaped Multimixed Transformer Network for Large-Scale Hyperspectral Image Semantic Segmentation UM2Former: 用于大规模高光谱图像语义分割的u型多混合变压器网络

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

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

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

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

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

Frequency-Based Optimal Style Mix for Domain Generalization in Semantic Segmentation of Remote Sensing Images 遥感图像语义分割中基于频率的最优风格混合域泛化

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2024-01-01

PREAI

Iizuka, Reo; Xia, Junshi; Yokoya, Naoto

Generalized Few-Shot Semantic Segmentation in Remote Sensing: Challenge and Benchmark 遥感中的广义少镜头语义分割: 挑战和基准

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

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

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

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

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

研究方向