Gui-Song Xia

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 248

Top Venues

CoRR

IGARSS

IEEE Trans. Geosci. Remote. Sens.

CVPR

Télécom ParisTech, France (PHD)

Education History

Télécom ParisTech, France

PHD

Publications

Haoran Zhu, Chang Xu, Wen Yang, Ruixiang Zhang, Yan Zhang, Gui-Song Xia
Robust Tiny Object Detection in Aerial Images amidst Label Noise. CoRR (2024)
Yuxuan Wang, Lanxin Zeng, Wen Yang, Jian Kang, Huai Yu, Mihai Datcu, Gui-Song Xia
Extracting Building Footprints in SAR Images via Distilling Boundary Information From Optical Images. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Chao Pang, Xingxing Weng, Jiang Wu, Qiang Wang, Gui-Song Xia
HiCD: Change Detection in Quality-Varied Images via Hierarchical Correlation Distillation. CoRR (2024)
Jian Ding, Enze Xie, Hang Xu, Chenhan Jiang, Zhenguo Li, Ping Luo, Gui-Song Xia
Deeply Unsupervised Patch Re-Identification for Pre-Training Object Detectors. IEEE Trans. Pattern Anal. Mach. Intell. 46 (3) (2024)
Qi Bi, Wei Ji, Jingjun Yi, Haolan Zhan, Gui-Song Xia
Cross-Level Multi-Instance Distillation for Self-Supervised Fine-Grained Visual Categorization. CoRR (2024)
Bowen Xu, Liang Dong, Gui-Song Xia, Liangpei Zhang
Efficient Rural Building Segmentation via a Multilevel Decoding Network. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Weijia Li, Yawen Lai, Linning Xu, Yuanbo Xiangli, Jinhua Yu, Conghui He, Gui-Song Xia, Dahua Lin
OmniCity: Omnipotent City Understanding with Multi-Level and Multi-View Images. CVPR (2023)
Jian Ding, Nan Xue, Gui-Song Xia, Bernt Schiele, Dengxin Dai
HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic Segmentation. CoRR (2023)
Nan Xue, Bin Tan, Yuxi Xiao, Liang Dong, Gui-Song Xia, Tianfu Wu
Volumetric Wireframe Parsing from Neural Attraction Fields. CoRR (2023)
Chi Zhang, Xiang Zhang, Mingyuan Lin, Cheng Li, Chu He, Wen Yang, Gui-Song Xia, Lei Yu
CrossZoom: Simultaneously Motion Deblurring and Event Super-Resolving. CoRR (2023)
Bin Tan, Nan Xue, Tianfu Wu, Gui-Song Xia
NOPE-SAC: Neural One-Plane RANSAC for Sparse-View Planar 3D Reconstruction. IEEE Trans. Pattern Anal. Mach. Intell. 45 (12) (2023)
Ji Wu, Huai Yu, Wen Yang, Gui-Song Xia
QuadricsNet: Learning Concise Representation for Geometric Primitives in Point Clouds. CoRR (2023)
Zhikai Zhang, Jian Ding, Li Jiang, Dengxin Dai, Gui-Song Xia
FreePoint: Unsupervised Point Cloud Instance Segmentation. CoRR (2023)
Abdulaziz Amer Aleissaee, Amandeep Kumar, Rao Muhammad Anwer, Salman Khan, Hisham Cholakkal, Gui-Song Xia, Fahad Shahbaz Khan
Transformers in Remote Sensing: A Survey. Remote. Sens. 15 (7) (2023)
Lunhao Duan, Shanshan Zhao, Nan Xue, Mingming Gong, Gui-Song Xia, Dacheng Tao
ConDaFormer: Disassembled Transformer with Local Structure Enhancement for 3D Point Cloud Understanding. CoRR (2023)
Huai Yu, Kuangyi Chen, Wen Yang, Sebastian A. Scherer, Gui-Song Xia
2D-3D Pose Tracking with Multi-View Constraints. CoRR (2023)
Jian Ding, Nan Xue, Gui-Song Xia, Bernt Schiele, Dengxin Dai
HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic Segmentation. CVPR (2023)
Haoyuan Li, Fang Xu, Wen Yang, Huai Yu, Yuming Xiang, Haijian Zhang, Gui-Song Xia
Learning to Find the Optimal Correspondence Between SAR and Optical Image Patches. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Yuxi Xiao, Nan Xue, Tianfu Wu, Gui-Song Xia
fM: Structure from Motion on Neural Level Set of Implicit Surfaces. CVPR (2023)
Jin-Gang Yu, Zihao Wu, Yu Ming, Shule Deng, Qihang Wu, Zhongtang Xiong, Tianyou Yu, Gui-Song Xia, Qingping Jiang, Yuanqing Li
Bayesian Collaborative Learning for Whole-Slide Image Classification. IEEE Trans. Medical Imaging 42 (6) (2023)
Yuxin Jin, Ming Qian, Jincheng Xiong, Nan Xue, Gui-Song Xia
Depth and DOF Cues Make A Better Defocus Blur Detector. CoRR (2023)
Lei Yu, Bishan Wang, Xiang Zhang, Haijian Zhang, Wen Yang, Jianzhuang Liu, Gui-Song Xia
Learning to Super-Resolve Blurry Images with Events. CoRR (2023)
Guopeng Li, Yue Xu, Jian Ding, Gui-Song Xia
Towards Generic and Controllable Attacks Against Object Detection. CoRR (2023)
Chang Xu, Jian Ding, Jinwang Wang, Wen Yang, Huai Yu, Lei Yu, Gui-Song Xia
Dynamic Coarse-to-Fine Learning for Oriented Tiny Object Detection. CoRR (2023)
Chang Xu, Jian Ding, Jinwang Wang, Wen Yang, Huai Yu, Lei Yu, Gui-Song Xia
Dynamic Coarse-to-Fine Learning for Oriented Tiny Object Detection. CVPR (2023)
Jiakun Xu, Bowen Xu, Gui-Song Xia, Liang Dong, Nan Xue
Patched Line Segment Learning for Vector Road Mapping. CoRR (2023)
Ming Qian, Jincheng Xiong, Gui-Song Xia, Nan Xue
Sat2Density: Faithful Density Learning from Satellite-Ground Image Pairs. CoRR (2023)
Zhangyi Cheng, Xiang Zhang, Lei Yu, Jianzhuang Liu, Wen Yang, Gui-Song Xia
Recovering Continuous Scene Dynamics from A Single Blurry Image with Events. CoRR (2023)
Jiaming Han, Yuqiang Ren, Jian Ding, Ke Yan, Gui-Song Xia
Few-Shot Object Detection via Variational Feature Aggregation. CoRR (2023)
Chao Pang, Jiang Wu, Jian Ding, Can Song, Gui-Song Xia
Detecting building changes with off-nadir aerial images. Sci. China Inf. Sci. 66 (4) (2023)
Yangguang Wang, Xiang Zhang, Mingyuan Lin, Lei Yu, Boxin Shi, Wen Yang, Gui-Song Xia
Self-Supervised Scene Dynamic Recovery from Rolling Shutter Images and Events. CoRR (2023)
Lei Yu, Bishan Wang, Jingwei He, Gui-Song Xia, Wen Yang
Single Image Deraining With Continuous Rain Density Estimation. IEEE Trans. Multim. 25 (2023)
Chao Pang, Jiang Wu, Jian Ding, Can Song, Gui-Song Xia
Detecting Building Changes with Off-Nadir Aerial Images. CoRR (2023)
Ming Qian, Jincheng Xiong, Gui-Song Xia, Nan Xue
Sat2Density: Faithful Density Learning from Satellite-Ground Image Pairs. ICCV (2023)
Haodong He, Jian Ding, Gui-Song Xia
On the Robustness of Object Detection Models in Aerial Images. CoRR (2023)
Di Wang, Jing Zhang, Bo Du, Gui-Song Xia, Dacheng Tao
An Empirical Study of Remote Sensing Pretraining. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Ruixiang Zhang, Chang Xu, Fang Xu, Wen Yang, Guangjun He, Huai Yu, Gui-Song Xia
Rethinking Scale Imbalance in Semi-supervised Object Detection for Aerial Images. CoRR (2023)
Xiang Zhang, Lei Yu, Wen Yang, Jianzhuang Liu, Gui-Song Xia
Generalizing Event-Based Motion Deblurring in Real-World Scenarios. ICCV (2023)
Nan Xue, Tianfu Wu, Song Bai, Fu-Dong Wang, Gui-Song Xia, Liangpei Zhang, Philip H. S. Torr
Holistically-Attracted Wireframe Parsing: From Supervised to Self-Supervised Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (12) (2023)
Jiaming Han, Yuqiang Ren, Jian Ding, Ke Yan, Gui-Song Xia
Few-Shot Object Detection via Variational Feature Aggregation. AAAI (2023)
Lei Yu, Bishan Wang, Xiang Zhang, Haijian Zhang, Wen Yang, Jianzhuang Liu, Gui-Song Xia
Learning to Super-Resolve Blurry Images With Events. IEEE Trans. Pattern Anal. Mach. Intell. 45 (8) (2023)
Xu Lei, Chang Xu, Wensheng Cheng, Wen Yang, Gui-Song Xia
A3Track: Achieving Precise Target Tracking in Aerial Images With Receptive Field Alignment. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Tamer Saleh, Xingxing Weng, Shimaa Holail, Chen Hao, Gui-Song Xia
DAM-Net: Global Flood Detection from SAR Imagery Using Differential Attention Metric-Based Vision Transformers. CoRR (2023)
Yuxin Jin, Ming Qian, Jincheng Xiong, Nan Xue, Gui-Song Xia
Depth and DOF Cues Make A Better Defocus Blur Detector. ICME (2023)
Lunhao Duan, Shanshan Zhao, Nan Xue, Mingming Gong, Gui-Song Xia, Dacheng Tao
ConDaFormer: Disassembled Transformer with Local Structure Enhancement for 3D Point Cloud Understanding. NeurIPS (2023)
Xiang Zhang, Lei Yu, Wen Yang, Jianzhuang Liu, Gui-Song Xia
Generalizing Event-Based Motion Deblurring in Real-World Scenarios. CoRR (2023)
Jinwang Wang, Lingxuan Meng, Weijia Li, Wen Yang, Lei Yu, Gui-Song Xia
Learning to Extract Building Footprints From Off-Nadir Aerial Images. IEEE Trans. Pattern Anal. Mach. Intell. 45 (1) (2023)
Lei Yu, Xiang Zhang, Wei Liao, Wen Yang, Gui-Song Xia
Learning to See Through With Events. IEEE Trans. Pattern Anal. Mach. Intell. 45 (7) (2023)
Chang Xu, Wen Yang, Huai Yu, Mihai Datcu, Gui-Song Xia
Density-aware Object Detection in Aerial Images. ICDIP (2023)
Lei Yu, Xiang Zhang, Wei Liao, Wen Yang, Gui-Song Xia
Learning to See Through with Events. CoRR (2022)
Nan Xue, Tianfu Wu, Song Bai, Fudong Wang, Gui-Song Xia, Liangpei Zhang, Philip H. S. Torr
Holistically-Attracted Wireframe Parsing: From Supervised to Self-Supervised Learning. CoRR (2022)
Xiangwei Jiang, Rujiao Long, Nan Xue, Zhibo Yang, Cong Yao, Gui-Song Xia
Revisiting Document Image Dewarping by Grid Regularization. CoRR (2022)
Pu Jin, Lichao Mou, Yuansheng Hua, Gui-Song Xia, Xiao Xiang Zhu
FuTH-Net: Fusing Temporal Relations and Holistic Features for Aerial Video Classification. CoRR (2022)
Chang Xu, Jinwang Wang, Wen Yang, Huai Yu, Lei Yu, Gui-Song Xia
Detecting tiny objects in aerial images: A normalized Wasserstein distance and a new benchmark. CoRR (2022)
Nan Xue, Tianfu Wu, Gui-Song Xia, Liangpei Zhang
Learning Local-Global Contextual Adaptation for Multi-Person Pose Estimation. CVPR (2022)
Jiaming Han, Yuqiang Ren, Jian Ding, Xingjia Pan, Ke Yan, Gui-Song Xia
Expanding Low-Density Latent Regions for Open-Set Object Detection. CoRR (2022)
Pu Jin, Lichao Mou, Gui-Song Xia, Xiao Xiang Zhu
Anomaly Detection in Aerial Videos with Transformers. CoRR (2022)
Bowen Xu, Jiakun Xu, Nan Xue, Gui-Song Xia
Accurate Polygonal Mapping of Buildings in Satellite Imagery. CoRR (2022)
Qi Bi, Beichen Zhou, Kun Qin, Qinghao Ye, Gui-Song Xia
All Grains, One Scheme (AGOS): Learning Multi-grain Instance Representation for Aerial Scene Classification. CoRR (2022)
Bin Tan, Nan Xue, Tianfu Wu, Gui-Song Xia
NOPE-SAC: Neural One-Plane RANSAC for Sparse-View Planar 3D Reconstruction. CoRR (2022)
Jian Ding, Nan Xue, Gui-Song Xia, Dengxin Dai
Decoupling Zero-Shot Semantic Segmentation. CVPR (2022)
Chang Xu, Jinwang Wang, Wen Yang, Huai Yu, Lei Yu, Gui-Song Xia
RFLA: Gaussian Receptive Field Based Label Assignment for Tiny Object Detection. ECCV (9) (2022)
Pu Jin, Lichao Mou, Gui-Song Xia, Xiao Xiang Zhu
Anomaly Detection in Aerial Videos With Transformers. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Pu Jin, Lichao Mou, Yuansheng Hua, Gui-Song Xia, Xiao Xiang Zhu
FuTH-Net: Fusing Temporal Relations and Holistic Features for Aerial Video Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Wenchao Ma, Bin Tan, Nan Xue, Tianfu Wu, Xianwei Zheng, Gui-Song Xia
HoW-3D: Holistic 3D Wireframe Perception from a Single Image. CoRR (2022)
Qi Bi, Beichen Zhou, Kun Qin, Qinghao Ye, Gui-Song Xia
All Grains, One Scheme (AGOS): Learning Multigrain Instance Representation for Aerial Scene Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yuxi Xiao, Nan Xue, Tianfu Wu, Gui-Song Xia
fM: Structure from Motion on Neural Level Set of Implicit Surfaces. CoRR (2022)
Ziming Wang, Nan Xue, Ling Lei, Gui-Song Xia
Partial Wasserstein Adversarial Network for Non-rigid Point Set Registration. ICLR (2022)
Di Wang, Jing Zhang, Bo Du, Gui-Song Xia, Dacheng Tao
An Empirical Study of Remote Sensing Pretraining. CoRR (2022)
Jian Ding, Nan Xue, Gui-Song Xia, Xiang Bai, Wen Yang, Michael Ying Yang, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang
Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges. IEEE Trans. Pattern Anal. Mach. Intell. 44 (11) (2022)
Yang Long, Gui-Song Xia, Liangpei Zhang, Gong Cheng, Deren Li
Aerial Scene Parsing: From Tile-level Scene Classification to Pixel-wise Semantic Labeling. CoRR (2022)
Xiangwei Jiang, Rujiao Long, Nan Xue, Zhibo Yang, Cong Yao, Gui-Song Xia
Revisiting Document Image Dewarping by Grid Regularization. CVPR (2022)
Chang Xu, Jinwang Wang, Wen Yang, Huai Yu, Lei Yu, Gui-Song Xia
RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object Detection. CoRR (2022)
Xin-Yi Tong, Gui-Song Xia, Xiao Xiang Zhu
Enabling Country-Scale Land Cover Mapping with Meter-Resolution Satellite Imagery. CoRR (2022)
Kunping Yang, Gui-Song Xia, Zicheng Liu, Bo Du, Wen Yang, Marcello Pelillo, Liangpei Zhang
Asymmetric Siamese Networks for Semantic Change Detection in Aerial Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jiaming Han, Jian Ding, Jie Li, Gui-Song Xia
Align Deep Features for Oriented Object Detection. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Ruixiang Zhang, Haowen Guo, Fang Xu, Wen Yang, Huai Yu, Haijian Zhang, Gui-Song Xia
Optical-Enhanced Oil Tank Detection in High-Resolution SAR Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Fang Xu, Yilei Shi, Patrick Ebel, Lei Yu, Gui-Song Xia, Wen Yang, Xiao Xiang Zhu
Exploring the Potential of SAR Data for Cloud Removal in Optical Satellite Imagery. CoRR (2022)
Jinwang Wang, Lingxuan Meng, Weijia Li, Wen Yang, Lei Yu, Gui-Song Xia
Learning to Extract Building Footprints from Off-Nadir Aerial Images. CoRR (2022)
Zi-Ming Wang, Nan Xue, Ling Lei, Gui-Song Xia
Partial Wasserstein Adversarial Network for Non-rigid Point Set Registration. CoRR (2022)
Hongjie Li, Xianwei Zheng, Mingyue Dong, Gui-Song Xia, Hanjiang Xiong
Locally Nonlinear Affine Verification for Multisensor Image Matching. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jiaming Han, Yuqiang Ren, Jian Ding, Xingjia Pan, Ke Yan, Gui-Song Xia
Expanding Low-Density Latent Regions for Open-Set Object Detection. CVPR (2022)
Weijia Li, Yawen Lai, Linning Xu, Yuanbo Xiangli, Jinhua Yu, Conghui He, Gui-Song Xia, Dahua Lin
OmniCity: Omnipotent City Understanding with Multi-level and Multi-view Images. CoRR (2022)
Linxi Huan, Nan Xue, Xianwei Zheng, Wei He, Jianya Gong, Gui-Song Xia
Unmixing Convolutional Features for Crisp Edge Detection. IEEE Trans. Pattern Anal. Mach. Intell. 44 (10) (2022)
Kunping Yang, Xin-Yi Tong, Gui-Song Xia, Weiming Shen, Liangpei Zhang
Hidden Path Selection Network for Semantic Segmentation of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Abdulaziz Amer Aleissaee, Amandeep Kumar, Rao Muhammad Anwer, Salman Khan, Hisham Cholakkal, Gui-Song Xia, Fahad Shahbaz Khan
Transformers in Remote Sensing: A Survey. CoRR (2022)
Wenchao Ma, Bin Tan, Nan Xue, Tianfu Wu, Xianwei Zheng, Gui-Song Xia
HoW-3D: Holistic 3D Wireframe Perception from a Single Image. 3DV (2022)
Huai Yu, Hao Li, Wen Yang, Lei Yu, Gui-Song Xia
Detecting Line Segments in Motion-blurred Images with Events. CoRR (2022)
Weijia Li, Lingxuan Meng, Jinwang Wang, Conghui He, Gui-Song Xia, Dahua Lin
3D Building Reconstruction from Monocular Remote Sensing Images. ICCV (2021)
Jinwang Wang, Wen Yang, Heng-Chao Li, Haijian Zhang, Gui-Song Xia
Learning Center Probability Map for Detecting Objects in Aerial Images. IEEE Trans. Geosci. Remote. Sens. 59 (5) (2021)
Qi Bi, Kun Qin, Han Zhang, Gui-Song Xia
Local Semantic Enhanced ConvNet for Aerial Scene Recognition. IEEE Trans. Image Process. 30 (2021)
Jian Ding, Enze Xie, Hang Xu, Chenhan Jiang, Zhenguo Li, Ping Luo, Gui-Song Xia
Unsupervised Pretraining for Object Detection by Patch Reidentification. CoRR (2021)
Pu Jin, Lichao Mou, Gui-Song Xia, Xiao Xiang Zhu
Anomaly Detection in Aerial Videos Via Future Frame Prediction Networks. IGARSS (2021)
Rujiao Long, Wen Wang, Nan Xue, Feiyu Gao, Zhibo Yang, Yongpan Wang, Gui-Song Xia
Parsing Table Structures in the Wild. ICCV (2021)
Xiang Zhang, Wei Liao, Lei Yu, Wen Yang, Gui-Song Xia
Event-Based Synthetic Aperture Imaging With a Hybrid Network. CVPR (2021)
Shiyu Xuan, Shengyang Li, Zifei Zhao, Longxuan Kou, Zhuang Zhou, Gui-Song Xia
Siamese networks with distractor-reduction method for long-term visual object tracking. Pattern Recognit. 112 (2021)
Bin Tan, Nan Xue, Song Bai, Tianfu Wu, Gui-Song Xia
PlaneTR: Structure-Guided Transformers for 3D Plane Recovery. CoRR (2021)
Jian Ding, Nan Xue, Gui-Song Xia, Xiang Bai, Wen Yang, Michael Ying Yang, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang
Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges. CoRR (2021)
Rujiao Long, Wen Wang, Nan Xue, Feiyu Gao, Zhibo Yang, Yongpan Wang, Gui-Song Xia
Parsing Table Structures in the Wild. CoRR (2021)
Yang Long, Gui-Song Xia, Wen Yang, Liangpei Zhang, Deren Li
Toward Dataset Construction for Remote Sensing Image Interpretation. IGARSS (2021)

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Publication Activity (10 Years)

Top Topics

Top Venues

Gui-Song Xia