Gui-Song Xia

Gui-Song Xia

Wuhan University

H-index: 58

Asia-China

About Gui-Song Xia

Gui-Song Xia, With an exceptional h-index of 58 and a recent h-index of 51 (since 2020), a distinguished researcher at Wuhan University, specializes in the field of Computer Vision, Image Analysis, Photogrammetry, Remote Sensing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Extracting Building Footprints in SAR Images via Distilling Boundary Information from Optical Images

Learning Cross-view Visual Geo-localization without Ground Truth

Anchor-based Robust Finetuning of Vision-Language Models

Cross-Level Multi-Instance Distillation for Self-Supervised Fine-Grained Visual Categorization

Weakly-supervised 3D Building Reconstruction from Monocular Remote Sensing Images

3D Building Reconstruction from Monocular Remote Sensing Images with Multi-level Supervisions

Robust Tiny Object Detection in Aerial Images amidst Label Noise

Few-Shot Learning for Annotation-Efficient Nucleus Instance Segmentation

Gui-Song Xia Information

University

Position

Professor of Computer Science China

Citations(all)

20275

Citations(since 2020)

17942

Cited By

6917

hIndex(all)

58

hIndex(since 2020)

51

i10Index(all)

140

i10Index(since 2020)

128

Email

University Profile Page

Wuhan University

Google Scholar

View Google Scholar Profile

Gui-Song Xia Skills & Research Interests

Computer Vision

Image Analysis

Photogrammetry

Remote Sensing

Top articles of Gui-Song Xia

Title

Journal

Author(s)

Publication Date

Extracting Building Footprints in SAR Images via Distilling Boundary Information from Optical Images

IEEE Transactions on Geoscience and Remote Sensing

Yuxuan Wang

Lanxin Zeng

Wen Yang

Jian Kang

Huai Yu

...

2024/1/29

Learning Cross-view Visual Geo-localization without Ground Truth

arXiv preprint arXiv:2403.12702

Haoyuan Li

Chang Xu

Wen Yang

Huai Yu

Gui-Song Xia

2024/3/19

Anchor-based Robust Finetuning of Vision-Language Models

CVPR 2024

Jinwei Han

Zhiwen Lin

Zhongyisun Sun

Yingguo Gao

Ke Yan

...

2024/4/9

Cross-Level Multi-Instance Distillation for Self-Supervised Fine-Grained Visual Categorization

arXiv preprint arXiv:2401.08860

Qi Bi

Wei Ji

Jingjun Yi

Haolan Zhan

Gui-Song Xia

2024/1/16

Weakly-supervised 3D Building Reconstruction from Monocular Remote Sensing Images

IEEE Transactions on Geoscience and Remote Sensing

Weijia Li

Zhenghao Hu

Lingxuan Meng

Jinwang Wang

Juepeng Zheng

...

2024/3/18

3D Building Reconstruction from Monocular Remote Sensing Images with Multi-level Supervisions

Weijia Li

Lingxuan Meng

Jinwang Wang

Conghui He

Gui-Song Xia

...

2021

Robust Tiny Object Detection in Aerial Images amidst Label Noise

arXiv preprint arXiv:2401.08056

Haoran Zhu

Chang Xu

Wen Yang

Ruixiang Zhang

Yan Zhang

...

2024/1/16

Few-Shot Learning for Annotation-Efficient Nucleus Instance Segmentation

arXiv preprint arXiv:2402.16280

Yu Ming

Zihao Wu

Jie Yang

Danyi Li

Yuan Gao

...

2024/2/26

H2RSVLM: Towards Helpful and Honest Remote Sensing Large Vision Language Model

arXiv preprint arXiv:2403.20213

Chao Pang

Jiang Wu

Jiayu Li

Yi Liu

Jiaxing Sun

...

2024/3/29

GOOD: Towards Domain Generalized Orientated Object Detection

arXiv preprint arXiv:2402.12765

Qi Bi

Beichen Zhou

Jingjun Yi

Wei Ji

Haolan Zhan

...

2024/2/20

Patched Line Segment Learning for Vector Road Mapping

Jiakun Xu

Bowen Xu

Gui-Song Xia

Liang Dong

Nan Xue

2024

HiCD: Change Detection in Quality-Varied Images via Hierarchical Correlation Distillation

IEEE Transactions on Geoscience and Remote Sensing

Chao Pang

Xingxing Weng

Jiang Wu

Qiang Wang

Gui-Song Xia

2024/2/20

Unleashing Unlabeled Data: A Paradigm for Cross-View Geo-Localization

IEEE CVPR, arXiv:2403.14198

Guopeng Li

Ming Qian

Gui-Song Xia

2024/3/21

Learning Cross-Modality High-Resolution Representation for Thermal Small Object Detection

IEEE Transactions on Geoscience and Remote Sensing

Yan Zhang

Xu Lei

Qian Hu

Chang Xu

Wen Yang

...

2024/4/10

Generalizing Event-Based Motion Deblurring in Real-World Scenarios

Xiang Zhang

Lei Yu

Wen Yang

Jianzhuang Liu

Gui-Song Xia

2023/8/11

Sat2Density: Faithful Density Learning from Satellite-Ground Image Pairs

Ming Qian

Jincheng Xiong

Gui-Song Xia

Nan Xue

2023/3/26

Depth and DOF Cues Make A Better Defocus Blur Detector

Yuxin Jin

Ming Qian

Jincheng Xiong

Nan Xue

Gui-Song Xia

2023/7/10

Self-Supervised Scene Dynamic Recovery from Rolling Shutter Images and Events

arXiv preprint arXiv:2304.06930

Yangguang Wang

Xiang Zhang

Mingyuan Lin

Lei Yu

Boxin Shi

...

2023/4/14

Holistically-attracted wireframe parsing: From supervised to self-supervised learning

IEEE transactions on pattern analysis and machine intelligence

Nan Xue

Tianfu Wu

Song Bai

Fu-Dong Wang

Gui-Song Xia

...

2022/10/24

Free Lunches in Auxiliary Learning: Exploiting Auxiliary Labels with Negligibly Extra Inference Cost

Yuan Gao

WEIZHONG ZHANG

Wenhan Luo

Lin Ma

Jin-Gang Yu

...

2023/10/13

See List of Professors in Gui-Song Xia University(Wuhan University)

Co-Authors

H-index: 128
zhang liangpei

zhang liangpei

Wuhan University

H-index: 121
Jiebo Luo

Jiebo Luo

University of Rochester

H-index: 97
Xiang Bai

Xiang Bai

Huazhong University of Science and Technology

H-index: 64
Gabriel Peyré

Gabriel Peyré

École Normale Supérieure

H-index: 51
Marcello Pelillo

Marcello Pelillo

Università Ca' Foscari di Venezia

H-index: 38
Wen Yang

Wen Yang

Wuhan University

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