Gui-Song Xia

372 papers A* 43A 2B 13C 25Journal 268Unranked 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
Change-aware multi-temporal cloud removal.
Sci. China Inf. Sci.
Guochu You, Fang Xu, Jun Pan, Runmin Dong, Wen Yang, Gui-Song Xia
2026 J jnl
DN-TOD: Robust tiny object detection amidst label noise.
Pattern Recognit.
Haoran Zhu, Chang Xu, Wen Yang, Ruixiang Zhang, Yan Zhang, Gui-Song Xia
2026 A* conf
Event-Guided Super-Resolving Blurry Image via Asymmetric Integral Driven Consistency.
AAAI
Chi Zhang, Xiang Zhang, Lei Yu, Gui-Song Xia, Yuming Fang, Wenhan Yang
2026 J jnl
Interacted Planes Reveal 3D Line Mapping.
CoRR
Zeran Ke, Bin Tan, Gui-Song Xia, Yujun Shen, Nan Xue
2026 J jnl
Oriented Tiny Object Detection: A Dataset, Benchmark, and Dynamic Unbiased Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Chang Xu, Ruixiang Zhang, Wen Yang, Haoran Zhu, Fang Xu, Jian Ding, Gui-Song Xia
2026 J jnl
Revisiting Fine-Grained Image Analysis by Semantic-Part Alignment.
IEEE Trans. Image Process.
Qi Bi, Jingjun Yi, Haolan Zhan, Wei Ji, Gui-Song Xia
2026 J jnl
SGE-GLoc: Semantic Gaussian Ellipsoid Scene Graphs for Efficient LiDAR Global Localization.
IEEE Robotics Autom. Lett.
Ximeng Cai, Ji Wu, Shu Han, Li Yu, Wen Yang, Huai Yu, Gui-Song Xia
2026 J jnl
Seeing Through Satellite Images at Street Views.
IEEE Trans. Pattern Anal. Mach. Intell.
Ming Qian, Bin Tan, Qiuyu Wang, Xianwei Zheng, Hanjiang Xiong, Gui-Song Xia, Yujun Shen, Nan Xue
2026 J jnl
Timestep-Aware Block Masking for Efficient Diffusion Model Inference.
CoRR
Haodong He, Yuan Gao, Weizhong Zhang, Gui-Song Xia
2025 J jnl
Aerial Video Classification by Integrating Global-Local Semantics in ConvNets.
IEEE Trans. Aerosp. Electron. Syst.
Feng Yang, Jian Zhang, Yue Zhao, Anyong Qin, Gui-Song Xia, Chenqiang Gao
2025 — conf
Bypass Back-propagation: Optimization-based Structural Pruning for Large Language Models via Policy Gradient.
ACL (1)
Yuan Gao, Zujing Liu, Weizhong Zhang, Bo Du, Gui-Song Xia
2025 J jnl
ConvFormer-CD: Hybrid CNN-Transformer With Temporal Attention for Detecting Changes in Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens.
Feng Yang, Mengtao Li, Wenqiang Shu, Anyong Qin, Tiecheng Song, Chenqiang Gao, Gui-Song Xia
2025 J jnl
Cross-Level Multi-Instance Distillation for Self-Supervised Fine-Grained Visual Categorization.
IEEE Trans. Image Process.
Qi Bi, Wei Ji, Jingjun Yi, Haolan Zhan, Gui-Song Xia
2025 J jnl
Cross-View Localization via Redundant Sliced Observations and A-Contrario Validation.
CoRR
Yongjun Zhang, Mingtao Xiong, Yi Wan, Gui-Song Xia
2025 J jnl
DF-Calib: Targetless LiDAR-Camera Calibration via Depth Flow.
CoRR
Shu Han, Xubo Zhu, Ji Wu, Ximeng Cai, Wen Yang, Huai Yu, Gui-Song Xia
2025 J jnl
DragOSM: Extract Building Roofs and Footprints from Aerial Images by Aligning Historical Labels.
CoRR
Kai Li, Xingxing Weng, Yupeng Deng, Yu Meng, Chao Pang, Gui-Song Xia, Xiangyu Zhao
2025 J jnl
EVDI++: Event-based Video Deblurring and Interpolation via Self-Supervised Learning.
CoRR
Chi Zhang, Xiang Zhang, Chenxu Jiang, Gui-Song Xia, Lei Yu
2025 A* conf
Exploring Scene Affinity for Semi-Supervised LiDAR Semantic Segmentation.
CVPR
Chuandong Liu, Xingxing Weng, Shuguo Jiang, Pengcheng Li, Lei Yu, Gui-Song Xia
2025 J jnl
Few-Shot Learning for Annotation-Efficient Nucleus Instance Segmentation.
IEEE Trans. Medical Imaging
Yu Ming, Zihao Wu, Jie Yang, Danyi Li, Yuan Gao, Changxin Gao, Gui-Song Xia, Yuanqing Li, Li Liang, Jin-Gang Yu
2025 J jnl
Few-Shot Oriented Object Detection in Remote Sensing Images via Memorable Contrastive Learning.
IEEE Trans. Geosci. Remote. Sens.
Jiawei Zhou, Wuzhou Li, Yi Cao, Hongtao Cai, Tianjin Huang, Gui-Song Xia, Xiang Li
2025 J jnl
High-Quality Pseudo-Labeling for Point Cloud Segmentation With Scene-Level Annotation.
IEEE Trans. Pattern Anal. Mach. Intell.
Lunhao Duan, Shanshan Zhao, Xingxing Weng, Jing Zhang, Gui-Song Xia
2025 J jnl
High-quality Pseudo-labeling for Point Cloud Segmentation with Scene-level Annotation.
CoRR
Lunhao Duan, Shanshan Zhao, Xingxing Weng, Jing Zhang, Gui-Song Xia
2025 J jnl
Holistic Large-Scale Scene Reconstruction via Mixed Gaussian Splatting.
CoRR
Chuandong Liu, Huijiao Wang, Lei Yu, Gui-Song Xia
2025 J jnl
Holistic Response Lifting for Weakly Supervised Land-Cover Classification.
IEEE Trans. Geosci. Remote. Sens.
Qiyuan Ma, Xianwei Zheng, Linxi Huan, Linwei Yue, Gui-Song Xia, Jianya Gong
2025 J jnl
I2D-LocX: An Efficient, Precise and Robust Method for Camera Localization in LiDAR Maps.
IEEE Robotics Autom. Lett.
Huai Yu, Xubo Zhu, Shu Han, Wen Yang, Gui-Song Xia
2025 A* conf
Learning Fine-grained Domain Generalization via Hyperbolic State Space Hallucination.
AAAI
Qi Bi, Jingjun Yi, Haolan Zhan, Wei Ji, Gui-Song Xia
2025 J jnl
Learning Fine-grained Domain Generalization via Hyperbolic State Space Hallucination.
CoRR
Qi Bi, Jingjun Yi, Haolan Zhan, Wei Ji, Gui-Song Xia
2025 J jnl
Learning Modality-Invariant Feature for Multimodal Image Matching via Knowledge Distillation.
IEEE Trans. Geosci. Remote. Sens.
Yepeng Liu, Wenpeng Lai, Yuliang Gu, Gui-Song Xia, Bo Du, Yongchao Xu
2025 A* conf
LiDAR-enhanced 3D Gaussian Splatting Mapping.
ICRA
Jian Shen, Huai Yu, Ji Wu, Wen Yang, Gui-Song Xia
2025 J jnl
LiDAR-enhanced 3D Gaussian Splatting Mapping.
CoRR
Jian Shen, Huai Yu, Ji Wu, Wen Yang, Gui-Song Xia
2025 J jnl
Mask Clustering-based Annotation Engine for Large-Scale Submeter Land Cover Mapping.
CoRR
Hao Chen, Fang Xu, Tamer Saleh, Weifeng Hao, Gui-Song Xia
2025 J jnl
Minimizing Sample Redundancy for Label-Efficient Object Detection in Aerial Images.
IEEE Trans. Geosci. Remote. Sens.
Ruixiang Zhang, Chang Xu, Haoran Zhu, Fang Xu, Wen Yang, Haijian Zhang, Gui-Song Xia
2025 J jnl
Mitigating representation bias for class-incremental semantic segmentation of remote sensing images.
Sci. China Inf. Sci.
Xiaoqian Sun, Xingxing Weng, Chao Pang, Gui-Song Xia
2025 J jnl
Mitigating the Impact of Prominent Position Shift in Drone-based RGBT Object Detection.
CoRR
Yan Zhang, Wen Yang, Chang Xu, Qian Hu, Fang Xu, Gui-Song Xia
2025 J jnl
Model Hemorrhage and the Robustness Limits of Large Language Models.
CoRR
Ziyang Ma, Zuchao Li, Lefei Zhang, Gui-Song Xia, Bo Du, Liangpei Zhang, Dacheng Tao
2025 J jnl
On the Robustness of Object Detection Models on Aerial Images.
IEEE Trans. Geosci. Remote. Sens.
Haodong He, Jian Ding, Bowen Xu, Gui-Song Xia
2025 J jnl
Partial Distribution Matching via Partial Wasserstein Adversarial Networks.
IEEE Trans. Pattern Anal. Mach. Intell.
Zi-Ming Wang, Nan Xue, Ling Lei, Rebecka Jörnsten, Gui-Song Xia
2025 J jnl
RAGSR: Regional Attention Guided Diffusion for Image Super-Resolution.
CoRR
Haodong He, Yancheng Bai, Rui Lan, Xu Duan, Lei Sun, Xiangxiang Chu, Gui-Song Xia
2025 J jnl
RTO-LLI: Robust Real-Time Image Orientation Method With Rapid Multilevel Matching and Third-Times Optimizations for Low-Overlap Large-Format UAV Images.
IEEE Trans. Geosci. Remote. Sens.
Xiongwu Xiao, Zihao Zhang, Gui-Song Xia, Zhenfeng Shao, Jianya Gong, Deren Li
2025 J jnl
RefDrone: A Challenging Benchmark for Referring Expression Comprehension in Drone Scenes.
CoRR
Zhichao Sun, Yepeng Liu, Huachao Zhu, Yuliang Gu, Yuda Zou, Zelong Liu, Gui-Song Xia, Bo Du, Yongchao Xu
2025 J jnl
Rejoining fragmented ancient bamboo slips with physics-driven deep learning.
CoRR
Jinchi Zhu, Zhou Zhao, Hailong Lei, Xiaoguang Wang, Jialiang Lu, Jing Li, Qianqian Tang, Jiachen Shen, Gui-Song Xia, Bo Du, Yongchao Xu
2025 J jnl
Robust Visual Odometry Using Rigidly-Bundled Arbitrarily-Arranged Multi-Cameras.
IEEE Robotics Autom. Lett.
Huai Yu, Junhao Wang, Yao He, Wen Yang, Gui-Song Xia
2025 J jnl
STAR-CD: Style-Aligned Remote Sensing Change Detection With Appearance-Relation Modeling.
IEEE Trans. Geosci. Remote. Sens.
Qian Hu, Yuxuan Wang, Yan Zhang, Wen Yang, Fang Xu, Gui-Song Xia
2025 J jnl
Seeing through Satellite Images at Street Views.
CoRR
Ming Qian, Bin Tan, Qiuyu Wang, Xianwei Zheng, Hanjiang Xiong, Gui-Song Xia, Yujun Shen, Nan Xue
2025 J jnl
Self-supervised Shutter Unrolling with Events.
Int. J. Comput. Vis.
Mingyuan Lin, Yangguang Wang, Xiang Zhang, Boxin Shi, Wen Yang, Chu He, Gui-Song Xia, Lei Yu
2025 J jnl
Towards Human-Level 3D Relative Pose Estimation: Generalizable, Training-Free, With Single Reference.
IEEE Trans. Pattern Anal. Mach. Intell.
Yuan Gao, Yajing Luo, Junhong Wang, Kui Jia, Gui-Song Xia
2025 A* conf
UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation.
CVPR
Lunhao Duan, Shanshan Zhao, Wenjun Yan, Yinglun Li, Qing-Guo Chen, Zhao Xu, Weihua Luo, Kaifu Zhang, Mingming Gong, Gui-Song Xia
2025 J jnl
Understanding Data Influence with Differential Approximation.
CoRR
Haoru Tan, Sitong Wu, Xiuzhe Wu, Wang Wang, Bo Zhao, Zeke Xie, Gui-Song Xia, Xiaojuan Qi
2025 J jnl
Universal Fine-Grained Visual Categorization by Concept Guided Learning.
IEEE Trans. Image Process.
Qi Bi, Beichen Zhou, Wei Ji, Gui-Song Xia
2025 J jnl
Unsupervised Multiview UAV Image Geolocalization via Iterative Rendering.
IEEE Trans. Geosci. Remote. Sens.
Haoyuan Li, Chang Xu, Wen Yang, Li Mi, Huai Yu, Haijian Zhang, Gui-Song Xia
2025 A* conf
VHM: Versatile and Honest Vision Language Model for Remote Sensing Image Analysis.
AAAI
Chao Pang, Xingxing Weng, Jiang Wu, Jiayu Li, Yi Liu, Jiaxing Sun, Weijia Li, Shuai Wang, Litong Feng, Gui-Song Xia, Conghui He
2025 J jnl
Vision-Language Modeling Meets Remote Sensing: Models, Datasets and Perspectives.
CoRR
Xingxing Weng, Chao Pang, Gui-Song Xia
2024 A* conf
3D Building Reconstruction from Monocular Remote Sensing Images with Multi-level Supervisions.
CVPR
Weijia Li, Haote Yang, Zhenghao Hu, Juepeng Zheng, Gui-Song Xia, Conghui He
2024 J jnl
3D Building Reconstruction from Monocular Remote Sensing Images with Multi-level Supervisions.
CoRR
Weijia Li, Haote Yang, Zhenghao Hu, Juepeng Zheng, Gui-Song Xia, Conghui He
2024 A* conf
Anchor-based Robust Finetuning of Vision-Language Models.
CVPR
Jinwei Han, Zhiwen Lin, Zhongyisun Sun, Yingguo Gao, Ke Yan, Shouhong Ding, Yuan Gao, Gui-Song Xia
2024 J jnl
Anchor-based Robust Finetuning of Vision-Language Models.
CoRR
Jinwei Han, Zhiwen Lin, Zhongyi Sun, Yingguo Gao, Ke Yan, Shouhong Ding, Yuan Gao, Gui-Song Xia
2024 A* conf
Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference Cost.
ICLR
Yuan Gao, Weizhong Zhang, Wenhan Luo, Lin Ma, Jin-Gang Yu, Gui-Song Xia, Jiayi Ma
2024 J jnl
Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference Cost.
CoRR
Yuan Gao, Weizhong Zhang, Wenhan Luo, Lin Ma, Jin-Gang Yu, Gui-Song Xia, Jiayi Ma
2024 — conf
Boosting Fine-Grained Oriented Object Detection via Text Features.
ICPR (16)
Beichen Zhou, Qi Bi, Jian Ding, Gui-Song Xia
2024 J jnl
Cross-Level Multi-Instance Distillation for Self-Supervised Fine-Grained Visual Categorization.
CoRR
Qi Bi, Wei Ji, Jingjun Yi, Haolan Zhan, Gui-Song Xia
2024 J jnl
CrossZoom: Simultaneous Motion Deblurring and Event Super-Resolving.
IEEE Trans. Pattern Anal. Mach. Intell.
Chi Zhang, Xiang Zhang, Mingyuan Lin, Cheng Li, Chu He, Wen Yang, Gui-Song Xia, Lei Yu
2024 A* conf
DMTG: One-Shot Differentiable Multi-Task Grouping.
ICML
Yuan Gao, Shuguo Jiang, Moran Li, Jin-Gang Yu, Gui-Song Xia
2024 J jnl
DMTG: One-Shot Differentiable Multi-Task Grouping.
CoRR
Yuan Gao, Shuguo Jiang, Moran Li, Jin-Gang Yu, Gui-Song Xia
2024 J jnl
Deeply Unsupervised Patch Re-Identification for Pre-Training Object Detectors.
IEEE Trans. Pattern Anal. Mach. Intell.
Jian Ding, Enze Xie, Hang Xu, Chenhan Jiang, Zhenguo Li, Ping Luo, Gui-Song Xia
2024 J jnl
Detecting Line Segments in Motion-Blurred Images With Events.
IEEE Trans. Pattern Anal. Mach. Intell.
Huai Yu, Hao Li, Wen Yang, Lei Yu, Gui-Song Xia
2024 J jnl
Dual Relation Mining Network for Zero-Shot Learning.
CoRR
Jinwei Han, Yingguo Gao, Zhiwen Lin, Ke Yan, Shouhong Ding, Yuan Gao, Gui-Song Xia
2024 J jnl
Efficient Rural Building Segmentation via a Multilevel Decoding Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Bowen Xu, Liang Dong, Gui-Song Xia, Liangpei Zhang
2024 — conf
Event Camera Localization in 3D LiDAR Maps.
ICIRA (9)
Xi-Meng Cai, Huai Yu, Ji Wu, Mingfeng Wang, Lei Yu, Gui-Song Xia
2024 J jnl
Exploring Scene Coherence for Semi-Supervised 3D Semantic Segmentation.
CoRR
Chuandong Liu, Shuguo Jiang, Xingxing Weng, Lei Yu, Pengcheng Li, Gui-Song Xia
2024 J jnl
Extracting Building Footprints in SAR Images via Distilling Boundary Information From Optical Images.
IEEE Trans. Geosci. Remote. Sens.
Yuxuan Wang, Lanxin Zeng, Wen Yang, Jian Kang, Huai Yu, Mihai Datcu, Gui-Song Xia
2024 J jnl
Few-Shot Learning for Annotation-Efficient Nucleus Instance Segmentation.
CoRR
Yu Ming, Zihao Wu, Jie Yang, Danyi Li, Yuan Gao, Changxin Gao, Gui-Song Xia, Yuanqing Li, Li Liang, Jin-Gang Yu
2024 J jnl
GOOD: Towards Domain Generalized Orientated Object Detection.
CoRR
Qi Bi, Beichen Zhou, Jingjun Yi, Wei Ji, Haolan Zhan, Gui-Song Xia
2024 J jnl
H2RSVLM: Towards Helpful and Honest Remote Sensing Large Vision Language Model.
CoRR
Chao Pang, Jiang Wu, Jiayu Li, Yi Liu, Jiaxing Sun, Weijia Li, Xingxing Weng, Shuai Wang, Litong Feng, Gui-Song Xia, Conghui He
2024 J jnl
HiCD: Change Detection in Quality-Varied Images via Hierarchical Correlation Distillation.
CoRR
Chao Pang, Xingxing Weng, Jiang Wu, Qiang Wang, Gui-Song Xia
2024 J jnl
HiCD: Change Detection in Quality-Varied Images via Hierarchical Correlation Distillation.
IEEE Trans. Geosci. Remote. Sens.
Chao Pang, Xingxing Weng, Jiang Wu, Qiang Wang, Gui-Song Xia
2024 J jnl
High-precision flood detection and mapping via multi-temporal SAR change analysis with semantic token-based transformer.
Int. J. Appl. Earth Obs. Geoinformation
Tamer Saleh, Shimaa Holail, Xiongwu Xiao, Gui-Song Xia
2024 J jnl
I2D-Loc++: Camera Pose Tracking in LiDAR Maps With Multi-View Motion Flows.
IEEE Robotics Autom. Lett.
Huai Yu, Kuangyi Chen, Wen Yang, Sebastian A. Scherer, Gui-Song Xia
2024 J jnl
Intensity Field Decomposition for Tissue-Guided Neural Tomography.
CoRR
Meng-Xun Li, Jin-Gang Yu, Yuan Gao, Cui Huang, Gui-Song Xia
2024 J jnl
LaVIDE: A Language-Vision Discriminator for Detecting Changes in Satellite Image with Map References.
CoRR
Shuguo Jiang, Fang Xu, Sen Jia, Gui-Song Xia
2024 J jnl
Learning Cross-Modality High-Resolution Representation for Thermal Small-Object Detection.
IEEE Trans. Geosci. Remote. Sens.
Yan Zhang, Xu Lei, Qian Hu, Chang Xu, Wen Yang, Gui-Song Xia
2024 J jnl
Learning Cross-View Visual Geo-Localization Without Ground Truth.
IEEE Trans. Geosci. Remote. Sens.
Haoyuan Li, Chang Xu, Wen Yang, Huai Yu, Gui-Song Xia
2024 J jnl
Learning Cross-view Visual Geo-localization without Ground Truth.
CoRR
Haoyuan Li, Chang Xu, Wen Yang, Huai Yu, Gui-Song Xia
2024 J jnl
LiST-Net: Enhanced Flood Mapping With Lightweight SAR Transformer Network and Dimension-Wise Attention.
IEEE Trans. Geosci. Remote. Sens.
Tamer Saleh, Shimaa Holail, Mohamed Zahran, Xiongwu Xiao, Gui-Song Xia
2024 J jnl
MCVO: A Generic Visual Odometry for Arbitrarily Arranged Multi-Cameras.
CoRR
Huai Yu, Junhao Wang, Yao He, Wen Yang, Gui-Song Xia
2024 A* conf
NEAT: Distilling 3D Wireframes from Neural Attraction Fields.
CVPR
Nan Xue, Bin Tan, Yuxi Xiao, Liang Dong, Gui-Song Xia, Tianfu Wu, Yujun Shen
2024 J jnl
Optimization-based Structural Pruning for Large Language Models without Back-Propagation.
CoRR
Yuan Gao, Zujing Liu, Weizhong Zhang, Bo Du, Gui-Song Xia
2024 J jnl
Oriented Tiny Object Detection: A Dataset, Benchmark, and Dynamic Unbiased Learning.
CoRR
Chang Xu, Ruixiang Zhang, Wen Yang, Haoran Zhu, Fang Xu, Jian Ding, Gui-Song Xia
2024 J jnl
Partial Distribution Matching via Partial Wasserstein Adversarial Networks.
CoRR
Zi-Ming Wang, Nan Xue, Ling Lei, Rebecka Jörnsten, Gui-Song Xia
2024 A* conf
Patched Line Segment Learning for Vector Road Mapping.
AAAI
Jiakun Xu, Bowen Xu, Gui-Song Xia, Liang Dong, Nan Xue
2024 A* conf
QuadricsNet: Learning Concise Representation for Geometric Primitives in Point Clouds.
ICRA
Ji Wu, Huai Yu, Wen Yang, Gui-Song Xia
2024 J jnl
QuadricsReg: Large-Scale Point Cloud Registration using Quadric Primitives.
CoRR
Ji Wu, Huai Yu, Shu Han, Xi-Meng Cai, Mingfeng Wang, Wen Yang, Gui-Song Xia
2024 J jnl
Robust Tiny Object Detection in Aerial Images amidst Label Noise.
CoRR
Haoran Zhu, Chang Xu, Wen Yang, Ruixiang Zhang, Yan Zhang, Gui-Song Xia
2024 J jnl
TAS: Distilling Arbitrary Teacher and Student via a Hybrid Assistant.
CoRR
Guopeng Li, Qiang Wang, Ke Yan, Shouhong Ding, Yuan Gao, Gui-Song Xia
2024 J jnl
Tiny Object Detection with Single Point Supervision.
CoRR
Haoran Zhu, Chang Xu, Ruixiang Zhang, Fang Xu, Wen Yang, Haijian Zhang, Gui-Song Xia
2024 J jnl
Toward Generic and Controllable Attacks Against Object Detection.
IEEE Trans. Geosci. Remote. Sens.
Guopeng Li, Yue Xu, Jian Ding, Gui-Song Xia
2024 J jnl
Toward Robust Keypoint Detection and Tracking: A Fusion Approach With Event-Aligned Image Features.
IEEE Robotics Autom. Lett.
Xiangyuan Wang, Huai Yu, Lei Yu, Wen Yang, Gui-Song Xia
2024 J jnl
Towards Human-Level 3D Relative Pose Estimation: Generalizable, Training-Free, with Single Reference.
CoRR
Yuan Gao, Yajing Luo, Junhong Wang, Kui Jia, Gui-Song Xia
2024 J jnl
UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation.
CoRR
Lunhao Duan, Shanshan Zhao, Wenjun Yan, Yinglun Li, Qing-Guo Chen, Zhao Xu, Weihua Luo, Kaifu Zhang, Mingming Gong, Gui-Song Xia
2024 A* conf
Unleashing Unlabeled Data: A Paradigm for Cross-View Geo-Localization.
CVPR
Guopeng Li, Ming Qian, Gui-Song Xia
2024 J jnl
Unleashing Unlabeled Data: A Paradigm for Cross-View Geo-Localization.
CoRR
Guopeng Li, Ming Qian, Gui-Song Xia
2024 J jnl
Weakly Supervised 3-D Building Reconstruction From Monocular Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Weijia Li, Zhenghao Hu, Lingxuan Meng, Jinwang Wang, Juepeng Zheng, Runmin Dong, Conghui He, Gui-Song Xia, Haohuan Fu, Dahua Lin
2023 J jnl
2D-3D Pose Tracking with Multi-View Constraints.
CoRR
Huai Yu, Kuangyi Chen, Wen Yang, Sebastian A. Scherer, Gui-Song Xia
2023 J jnl
A3Track: Achieving Precise Target Tracking in Aerial Images With Receptive Field Alignment.
IEEE Trans. Geosci. Remote. Sens.
Xu Lei, Chang Xu, Wensheng Cheng, Wen Yang, Gui-Song Xia
2023 J jnl
An Empirical Study of Remote Sensing Pretraining.
IEEE Trans. Geosci. Remote. Sens.
Di Wang, Jing Zhang, Bo Du, Gui-Song Xia, Dacheng Tao
2023 J jnl
Bayesian Collaborative Learning for Whole-Slide Image Classification.
IEEE Trans. Medical Imaging
Jin-Gang Yu, Zihao Wu, Yu Ming, Shule Deng, Qihang Wu, Zhongtang Xiong, Tianyou Yu, Gui-Song Xia, Qingping Jiang, Yuanqing Li
2023 J jnl
CAT: a coarse-to-fine attention tree for semantic change detection.
Vis. Intell.
Xiu-Shen Wei, Yu-Yan Xu, Chen-Lin Zhang, Gui-Song Xia, Yuxin Peng
2023 A* conf
ConDaFormer: Disassembled Transformer with Local Structure Enhancement for 3D Point Cloud Understanding.
NeurIPS
Lunhao Duan, Shanshan Zhao, Nan Xue, Mingming Gong, Gui-Song Xia, Dacheng Tao
2023 J jnl
ConDaFormer: Disassembled Transformer with Local Structure Enhancement for 3D Point Cloud Understanding.
CoRR
Lunhao Duan, Shanshan Zhao, Nan Xue, Mingming Gong, Gui-Song Xia, Dacheng Tao
2023 J jnl
CrossZoom: Simultaneously Motion Deblurring and Event Super-Resolving.
CoRR
Chi Zhang, Xiang Zhang, Mingyuan Lin, Cheng Li, Chu He, Wen Yang, Gui-Song Xia, Lei Yu
2023 J jnl
DAM-Net: Global Flood Detection from SAR Imagery Using Differential Attention Metric-Based Vision Transformers.
CoRR
Tamer Saleh, Xingxing Weng, Shimaa Holail, Chen Hao, Gui-Song Xia
2023 — conf
Density-aware Object Detection in Aerial Images.
ICDIP
Chang Xu, Wen Yang, Huai Yu, Mihai Datcu, Gui-Song Xia
2023 A conf
Depth and DOF Cues Make A Better Defocus Blur Detector.
ICME
Yuxin Jin, Ming Qian, Jincheng Xiong, Nan Xue, Gui-Song Xia
2023 J jnl
Depth and DOF Cues Make A Better Defocus Blur Detector.
CoRR
Yuxin Jin, Ming Qian, Jincheng Xiong, Nan Xue, Gui-Song Xia
2023 J jnl
Detecting Building Changes with Off-Nadir Aerial Images.
CoRR
Chao Pang, Jiang Wu, Jian Ding, Can Song, Gui-Song Xia
2023 J jnl
Detecting building changes with off-nadir aerial images.
Sci. China Inf. Sci.
Chao Pang, Jiang Wu, Jian Ding, Can Song, Gui-Song Xia
2023 A* conf
Dynamic Coarse-to-Fine Learning for Oriented Tiny Object Detection.
CVPR
Chang Xu, Jian Ding, Jinwang Wang, Wen Yang, Huai Yu, Lei Yu, Gui-Song Xia
2023 J jnl
Dynamic Coarse-to-Fine Learning for Oriented Tiny Object Detection.
CoRR
Chang Xu, Jian Ding, Jinwang Wang, Wen Yang, Huai Yu, Lei Yu, Gui-Song Xia
2023 A* conf
Few-Shot Object Detection via Variational Feature Aggregation.
AAAI
Jiaming Han, Yuqiang Ren, Jian Ding, Ke Yan, Gui-Song Xia
2023 J jnl
Few-Shot Object Detection via Variational Feature Aggregation.
CoRR
Jiaming Han, Yuqiang Ren, Jian Ding, Ke Yan, Gui-Song Xia
2023 J jnl
FreePoint: Unsupervised Point Cloud Instance Segmentation.
CoRR
Zhikai Zhang, Jian Ding, Li Jiang, Dengxin Dai, Gui-Song Xia
2023 A* conf
Generalizing Event-Based Motion Deblurring in Real-World Scenarios.
ICCV
Xiang Zhang, Lei Yu, Wen Yang, Jianzhuang Liu, Gui-Song Xia
2023 J jnl
Generalizing Event-Based Motion Deblurring in Real-World Scenarios.
CoRR
Xiang Zhang, Lei Yu, Wen Yang, Jianzhuang Liu, Gui-Song Xia
2023 A* conf
HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic Segmentation.
CVPR
Jian Ding, Nan Xue, Gui-Song Xia, Bernt Schiele, Dengxin Dai
2023 J jnl
HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic Segmentation.
CoRR
Jian Ding, Nan Xue, Gui-Song Xia, Bernt Schiele, Dengxin Dai
2023 J jnl
Holistically-Attracted Wireframe Parsing: From Supervised to Self-Supervised Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Nan Xue, Tianfu Wu, Song Bai, Fu-Dong Wang, Gui-Song Xia, Liangpei Zhang, Philip H. S. Torr
2023 J jnl
Learning to Extract Building Footprints From Off-Nadir Aerial Images.
IEEE Trans. Pattern Anal. Mach. Intell.
Jinwang Wang, Lingxuan Meng, Weijia Li, Wen Yang, Lei Yu, Gui-Song Xia
2023 J jnl
Learning to Find the Optimal Correspondence Between SAR and Optical Image Patches.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Haoyuan Li, Fang Xu, Wen Yang, Huai Yu, Yuming Xiang, Haijian Zhang, Gui-Song Xia
2023 J jnl
Learning to See Through With Events.
IEEE Trans. Pattern Anal. Mach. Intell.
Lei Yu, Xiang Zhang, Wei Liao, Wen Yang, Gui-Song Xia
2023 J jnl
Learning to Super-Resolve Blurry Images With Events.
IEEE Trans. Pattern Anal. Mach. Intell.
Lei Yu, Bishan Wang, Xiang Zhang, Haijian Zhang, Wen Yang, Jianzhuang Liu, Gui-Song Xia
2023 J jnl
Learning to Super-Resolve Blurry Images with Events.
CoRR
Lei Yu, Bishan Wang, Xiang Zhang, Haijian Zhang, Wen Yang, Jianzhuang Liu, Gui-Song Xia
2023 A* conf
Level-S
CVPR
Yuxi Xiao, Nan Xue, Tianfu Wu, Gui-Song Xia
2023 J jnl
NOPE-SAC: Neural One-Plane RANSAC for Sparse-View Planar 3D Reconstruction.
IEEE Trans. Pattern Anal. Mach. Intell.
Bin Tan, Nan Xue, Tianfu Wu, Gui-Song Xia
2023 A* conf
OmniCity: Omnipotent City Understanding with Multi-Level and Multi-View Images.
CVPR
Weijia Li, Yawen Lai, Linning Xu, Yuanbo Xiangli, Jinhua Yu, Conghui He, Gui-Song Xia, Dahua Lin
2023 J jnl
On the Robustness of Object Detection Models in Aerial Images.
CoRR
Haodong He, Jian Ding, Gui-Song Xia
2023 J jnl
Patched Line Segment Learning for Vector Road Mapping.
CoRR
Jiakun Xu, Bowen Xu, Gui-Song Xia, Liang Dong, Nan Xue
2023 J jnl
QuadricsNet: Learning Concise Representation for Geometric Primitives in Point Clouds.
CoRR
Ji Wu, Huai Yu, Wen Yang, Gui-Song Xia
2023 J jnl
Recovering Continuous Scene Dynamics from A Single Blurry Image with Events.
CoRR
Zhangyi Cheng, Xiang Zhang, Lei Yu, Jianzhuang Liu, Wen Yang, Gui-Song Xia
2023 J jnl
Rethinking Scale Imbalance in Semi-supervised Object Detection for Aerial Images.
CoRR
Ruixiang Zhang, Chang Xu, Fang Xu, Wen Yang, Guangjun He, Huai Yu, Gui-Song Xia
2023 A* conf
Sat2Density: Faithful Density Learning from Satellite-Ground Image Pairs.
ICCV
Ming Qian, Jincheng Xiong, Gui-Song Xia, Nan Xue
2023 J jnl
Sat2Density: Faithful Density Learning from Satellite-Ground Image Pairs.
CoRR
Ming Qian, Jincheng Xiong, Gui-Song Xia, Nan Xue
2023 J jnl
Self-Supervised Scene Dynamic Recovery from Rolling Shutter Images and Events.
CoRR
Yangguang Wang, Xiang Zhang, Mingyuan Lin, Lei Yu, Boxin Shi, Wen Yang, Gui-Song Xia
2023 J jnl
Single Image Deraining With Continuous Rain Density Estimation.
IEEE Trans. Multim.
Lei Yu, Bishan Wang, Jingwei He, Gui-Song Xia, Wen Yang
2023 J jnl
Towards Generic and Controllable Attacks Against Object Detection.
CoRR
Guopeng Li, Yue Xu, Jian Ding, Gui-Song Xia
2023 J jnl
Transformers in Remote Sensing: A Survey.
Remote. Sens.
Abdulaziz Amer Aleissaee, Amandeep Kumar, Rao Muhammad Anwer, Salman Khan, Hisham Cholakkal, Gui-Song Xia, Fahad Shahbaz Khan
2023 J jnl
Volumetric Wireframe Parsing from Neural Attraction Fields.
CoRR
Nan Xue, Bin Tan, Yuxi Xiao, Liang Dong, Gui-Song Xia, Tianfu Wu
2022 J jnl
Accurate Polygonal Mapping of Buildings in Satellite Imagery.
CoRR
Bowen Xu, Jiakun Xu, Nan Xue, Gui-Song Xia
2022 J jnl
Aerial Scene Parsing: From Tile-level Scene Classification to Pixel-wise Semantic Labeling.
CoRR
Yang Long, Gui-Song Xia, Liangpei Zhang, Gong Cheng, Deren Li
2022 J jnl
Align Deep Features for Oriented Object Detection.
IEEE Trans. Geosci. Remote. Sens.
Jiaming Han, Jian Ding, Jie Li, Gui-Song Xia
2022 J jnl
All Grains, One Scheme (AGOS): Learning Multi-grain Instance Representation for Aerial Scene Classification.
CoRR
Qi Bi, Beichen Zhou, Kun Qin, Qinghao Ye, Gui-Song Xia
2022 J jnl
All Grains, One Scheme (AGOS): Learning Multigrain Instance Representation for Aerial Scene Classification.
IEEE Trans. Geosci. Remote. Sens.
Qi Bi, Beichen Zhou, Kun Qin, Qinghao Ye, Gui-Song Xia
2022 J jnl
An Empirical Study of Remote Sensing Pretraining.
CoRR
Di Wang, Jing Zhang, Bo Du, Gui-Song Xia, Dacheng Tao
2022 J jnl
Anomaly Detection in Aerial Videos With Transformers.
IEEE Trans. Geosci. Remote. Sens.
Pu Jin, Lichao Mou, Gui-Song Xia, Xiao Xiang Zhu
2022 J jnl
Anomaly Detection in Aerial Videos with Transformers.
CoRR
Pu Jin, Lichao Mou, Gui-Song Xia, Xiao Xiang Zhu
2022 J jnl
Asymmetric Siamese Networks for Semantic Change Detection in Aerial Images.
IEEE Trans. Geosci. Remote. Sens.
Kunping Yang, Gui-Song Xia, Zicheng Liu, Bo Du, Wen Yang, Marcello Pelillo, Liangpei Zhang
2022 A* conf
Decoupling Zero-Shot Semantic Segmentation.
CVPR
Jian Ding, Nan Xue, Gui-Song Xia, Dengxin Dai
2022 J jnl
Detecting Line Segments in Motion-blurred Images with Events.
CoRR
Huai Yu, Hao Li, Wen Yang, Lei Yu, Gui-Song Xia
2022 J jnl
Detecting tiny objects in aerial images: A normalized Wasserstein distance and a new benchmark.
CoRR
Chang Xu, Jinwang Wang, Wen Yang, Huai Yu, Lei Yu, Gui-Song Xia
2022 J jnl
Enabling Country-Scale Land Cover Mapping with Meter-Resolution Satellite Imagery.
CoRR
Xin-Yi Tong, Gui-Song Xia, Xiao Xiang Zhu
2022 A* conf
Expanding Low-Density Latent Regions for Open-Set Object Detection.
CVPR
Jiaming Han, Yuqiang Ren, Jian Ding, Xingjia Pan, Ke Yan, Gui-Song Xia
2022 J jnl
Expanding Low-Density Latent Regions for Open-Set Object Detection.
CoRR
Jiaming Han, Yuqiang Ren, Jian Ding, Xingjia Pan, Ke Yan, Gui-Song Xia
2022 J jnl
Exploring the Potential of SAR Data for Cloud Removal in Optical Satellite Imagery.
CoRR
Fang Xu, Yilei Shi, Patrick Ebel, Lei Yu, Gui-Song Xia, Wen Yang, Xiao Xiang Zhu
2022 J jnl
FuTH-Net: Fusing Temporal Relations and Holistic Features for Aerial Video Classification.
CoRR
Pu Jin, Lichao Mou, Yuansheng Hua, Gui-Song Xia, Xiao Xiang Zhu
2022 J jnl
FuTH-Net: Fusing Temporal Relations and Holistic Features for Aerial Video Classification.
IEEE Trans. Geosci. Remote. Sens.
Pu Jin, Lichao Mou, Yuansheng Hua, Gui-Song Xia, Xiao Xiang Zhu
2022 J jnl
Hidden Path Selection Network for Semantic Segmentation of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Kunping Yang, Xin-Yi Tong, Gui-Song Xia, Weiming Shen, Liangpei Zhang
2022 — conf
HoW-3D: Holistic 3D Wireframe Perception from a Single Image.
3DV
Wenchao Ma, Bin Tan, Nan Xue, Tianfu Wu, Xianwei Zheng, Gui-Song Xia
2022 J jnl
HoW-3D: Holistic 3D Wireframe Perception from a Single Image.
CoRR
Wenchao Ma, Bin Tan, Nan Xue, Tianfu Wu, Xianwei Zheng, Gui-Song Xia
2022 J jnl
Holistically-Attracted Wireframe Parsing: From Supervised to Self-Supervised Learning.
CoRR
Nan Xue, Tianfu Wu, Song Bai, Fu-Dong Wang, Gui-Song Xia, Liangpei Zhang, Philip H. S. Torr
2022 A* conf
Learning Local-Global Contextual Adaptation for Multi-Person Pose Estimation.
CVPR
Nan Xue, Tianfu Wu, Gui-Song Xia, Liangpei Zhang
2022 J jnl
Learning to Extract Building Footprints from Off-Nadir Aerial Images.
CoRR
Jinwang Wang, Lingxuan Meng, Weijia Li, Wen Yang, Lei Yu, Gui-Song Xia
2022 J jnl
Learning to See Through with Events.
CoRR
Lei Yu, Xiang Zhang, Wei Liao, Wen Yang, Gui-Song Xia
2022 J jnl
Level-S
CoRR
Yuxi Xiao, Nan Xue, Tianfu Wu, Gui-Song Xia
2022 J jnl
Locally Nonlinear Affine Verification for Multisensor Image Matching.
IEEE Trans. Geosci. Remote. Sens.
Hongjie Li, Xianwei Zheng, Mingyue Dong, Gui-Song Xia, Hanjiang Xiong
2022 J jnl
NOPE-SAC: Neural One-Plane RANSAC for Sparse-View Planar 3D Reconstruction.
CoRR
Bin Tan, Nan Xue, Tianfu Wu, Gui-Song Xia
2022 J jnl
Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges.
IEEE Trans. Pattern Anal. Mach. Intell.
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
2022 J jnl
OmniCity: Omnipotent City Understanding with Multi-level and Multi-view Images.
CoRR
Weijia Li, Yawen Lai, Linning Xu, Yuanbo Xiangli, Jinhua Yu, Conghui He, Gui-Song Xia, Dahua Lin
2022 J jnl
Optical-Enhanced Oil Tank Detection in High-Resolution SAR Images.
IEEE Trans. Geosci. Remote. Sens.
Ruixiang Zhang, Haowen Guo, Fang Xu, Wen Yang, Huai Yu, Haijian Zhang, Gui-Song Xia
2022 A* conf
Partial Wasserstein Adversarial Network for Non-rigid Point Set Registration.
ICLR
Ziming Wang, Nan Xue, Ling Lei, Gui-Song Xia
2022 J jnl
Partial Wasserstein Adversarial Network for Non-rigid Point Set Registration.
CoRR
Zi-Ming Wang, Nan Xue, Ling Lei, Gui-Song Xia
2022 — conf
RFLA: Gaussian Receptive Field Based Label Assignment for Tiny Object Detection.
ECCV (9)
Chang Xu, Jinwang Wang, Wen Yang, Huai Yu, Lei Yu, Gui-Song Xia
2022 J jnl
RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object Detection.
CoRR
Chang Xu, Jinwang Wang, Wen Yang, Huai Yu, Lei Yu, Gui-Song Xia
2022 A* conf
Revisiting Document Image Dewarping by Grid Regularization.
CVPR
Xiangwei Jiang, Rujiao Long, Nan Xue, Zhibo Yang, Cong Yao, Gui-Song Xia
2022 J jnl
Revisiting Document Image Dewarping by Grid Regularization.
CoRR
Xiangwei Jiang, Rujiao Long, Nan Xue, Zhibo Yang, Cong Yao, Gui-Song Xia
2022 J jnl
Transformers in Remote Sensing: A Survey.
CoRR
Abdulaziz Amer Aleissaee, Amandeep Kumar, Rao Muhammad Anwer, Salman Khan, Hisham Cholakkal, Gui-Song Xia, Fahad Shahbaz Khan
2022 J jnl
Unmixing Convolutional Features for Crisp Edge Detection.
IEEE Trans. Pattern Anal. Mach. Intell.
Linxi Huan, Nan Xue, Xianwei Zheng, Wei He, Jianya Gong, Gui-Song Xia
2021 A* conf
3D Building Reconstruction from Monocular Remote Sensing Images.
ICCV
Weijia Li, Lingxuan Meng, Jinwang Wang, Conghui He, Gui-Song Xia, Dahua Lin
2021 J jnl
Accurate Bridge Detection in Aerial Images With an Auxiliary Waterbody Extraction Task.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Haowen Guo, Ruixiang Zhang, Yuxuan Wang, Wen Yang, Heng-Chao Li, Gui-Song Xia
2021 C conf
Anomaly Detection in Aerial Videos Via Future Frame Prediction Networks.
IGARSS
Pu Jin, Lichao Mou, Gui-Song Xia, Xiao Xiang Zhu
2021 J jnl
Conditional Generative ConvNets for Exemplar-Based Texture Synthesis.
IEEE Trans. Image Process.
Zi-Ming Wang, Meng-Han Li, Gui-Song Xia
2021 J jnl
Decoupling Zero-Shot Semantic Segmentation.
CoRR
Jian Ding, Nan Xue, Gui-Song Xia, Dengxin Dai
2021 A* conf
Deep Graph Matching Under Quadratic Constraint.
CVPR
Quankai Gao, Fudong Wang, Nan Xue, Jin-Gang Yu, Gui-Song Xia
2021 J jnl
Deep Graph Matching under Quadratic Constraint.
CoRR
Quankai Gao, Fudong Wang, Nan Xue, Jin-Gang Yu, Gui-Song Xia
2021 A* conf
Event-Based Synthetic Aperture Imaging With a Hybrid Network.
CVPR
Xiang Zhang, Wei Liao, Lei Yu, Wen Yang, Gui-Song Xia
2021 J jnl
Event-based Synthetic Aperture Imaging with a Hybrid Network.
CoRR
Xiang Zhang, Wei Liao, Lei Yu, Wen Yang, Gui-Song Xia
2021 J jnl
Gliding Vertex on the Horizontal Bounding Box for Multi-Oriented Object Detection.
IEEE Trans. Pattern Anal. Mach. Intell.
Yongchao Xu, Mingtao Fu, Qimeng Wang, Yukang Wang, Kai Chen, Gui-Song Xia, Xiang Bai
2021 J jnl
Hidden Path Selection Network for Semantic Segmentation of Remote Sensing Images.
CoRR
Kunping Yang, Xin-Yi Tong, Gui-Song Xia, Weiming Shen, Liangpei Zhang
2021 — conf
LUAI Challenge 2021 on Learning to Understand Aerial Images.
ICCVW
Gui-Song Xia, Jian Ding, Ming Qian, Nan Xue, Jiaming Han, Xiang Bai, Michael Ying Yang, Shengyang Li, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang, Qiang Zhou, Chao-hui Yu, Kaixuan Hu, Yingjia Bu, Wenming Tan, Zhe Yang, Wei Li, Shang Liu, Jiaxuan Zhao, Tianzhi Ma, Zi-han Gao, Lingqi Wang, Yi Zuo, Licheng Jiao, Chang Meng, Hao Wang, Jiahao Wang, Yiming Hui, Zhuojun Dong, Jie Zhang, Qianyue Bao, Zixiao Zhang, Fang Liu
2021 J jnl
LUAI Challenge 2021 on Learning to Understand Aerial Images.
CoRR
Gui-Song Xia, Jian Ding, Ming Qian, Nan Xue, Jiaming Han, Xiang Bai, Michael Ying Yang, Shengyang Li, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang, Qiang Zhou, Chao-hui Yu, Kaixuan Hu, Yingjia Bu, Wenming Tan, Zhe Yang, Wei Li, Shang Liu, Jiaxuan Zhao, Tianzhi Ma, Zi-han Gao, Lingqi Wang, Yi Zuo, Licheng Jiao, Chang Meng, Hao Wang, Jiahao Wang, Yiming Hui, Zhuojun Dong, Jie Zhang, Qianyue Bao, Zixiao Zhang, Fang Liu
2021 J jnl
Learning Center Probability Map for Detecting Objects in Aerial Images.
IEEE Trans. Geosci. Remote. Sens.
Jinwang Wang, Wen Yang, Heng-Chao Li, Haijian Zhang, Gui-Song Xia
2021 J jnl
Learning Local-Global Contextual Adaptation for Fully End-to-End Bottom-Up Human Pose Estimation.
CoRR
Nan Xue, Tianfu Wu, Zhen Zhang, Gui-Song Xia
2021 J jnl
Learning Regional Attraction for Line Segment Detection.
IEEE Trans. Pattern Anal. Mach. Intell.
Nan Xue, Song Bai, Fu-Dong Wang, Gui-Song Xia, Tianfu Wu, Liangpei Zhang, Philip H. S. Torr
2021 J jnl
Local Semantic Enhanced ConvNet for Aerial Scene Recognition.
IEEE Trans. Image Process.
Qi Bi, Kun Qin, Han Zhang, Gui-Song Xia
2021 A* conf
Motion Deblurring with Real Events.
ICCV
Fang Xu, Lei Yu, Bishan Wang, Wen Yang, Gui-Song Xia, Xu Jia, Zhendong Qiao, Jianzhuang Liu
2021 J jnl
Motion Deblurring with Real Events.
CoRR
Fang Xu, Lei Yu, Bishan Wang, Wen Yang, Gui-Song Xia, Xu Jia, Zhendong Qiao, Jianzhuang Liu
2021 J jnl
Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges.
CoRR
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
2021 J jnl
On Creating Benchmark Dataset for Aerial Image Interpretation: Reviews, Guidances, and Million-AID.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yang Long, Gui-Song Xia, Shengyang Li, Wen Yang, Michael Ying Yang, Xiao Xiang Zhu, Liangpei Zhang, Deren Li
2021 A* conf
Parsing Table Structures in the Wild.
ICCV
Rujiao Long, Wen Wang, Nan Xue, Feiyu Gao, Zhibo Yang, Yongpan Wang, Gui-Song Xia
2021 J jnl
Parsing Table Structures in the Wild.
CoRR
Rujiao Long, Wen Wang, Nan Xue, Feiyu Gao, Zhibo Yang, Yongpan Wang, Gui-Song Xia
2021 A* conf
PlaneTR: Structure-Guided Transformers for 3D Plane Recovery.
ICCV
Bin Tan, Nan Xue, Song Bai, Tianfu Wu, Gui-Song Xia
2021 J jnl
PlaneTR: Structure-Guided Transformers for 3D Plane Recovery.
CoRR
Bin Tan, Nan Xue, Song Bai, Tianfu Wu, Gui-Song Xia
2021 A* conf
ReDet: A Rotation-Equivariant Detector for Aerial Object Detection.
CVPR
Jiaming Han, Jian Ding, Nan Xue, Gui-Song Xia
2021 J jnl
ReDet: A Rotation-equivariant Detector for Aerial Object Detection.
CoRR
Jiaming Han, Jian Ding, Nan Xue, Gui-Song Xia
2021 J jnl
Siamese networks with distractor-reduction method for long-term visual object tracking.
Pattern Recognit.
Shiyu Xuan, Shengyang Li, Zifei Zhao, Longxuan Kou, Zhuang Zhou, Gui-Song Xia
2021 C conf
Temporal Relations Matter: A Two-Pathway Network for Aerial Video Recognition.
IGARSS
Pu Jin, Lichao Mou, Yuansheng Hua, Gui-Song Xia, Xiao Xiang Zhu
2021 C conf
Toward Dataset Construction for Remote Sensing Image Interpretation.
IGARSS
Yang Long, Gui-Song Xia, Wen Yang, Liangpei Zhang, Deren Li
2021 J jnl
Unsupervised Pretraining for Object Detection by Patch Reidentification.
CoRR
Jian Ding, Enze Xie, Hang Xu, Chenhan Jiang, Zhenguo Li, Ping Luo, Gui-Song Xia
2020 J jnl
A Functional Representation for Graph Matching.
IEEE Trans. Pattern Anal. Mach. Intell.
Fu-Dong Wang, Nan Xue, Yipeng Zhang, Gui-Song Xia, Marcello Pelillo
2020 J jnl
A Multiple-Instance Densely-Connected ConvNet for Aerial Scene Classification.
IEEE Trans. Image Process.
Qi Bi, Kun Qin, Zhili Li, Han Zhang, Kai Xu, Gui-Song Xia
2020 J jnl
Align Deep Features for Oriented Object Detection.
CoRR
Jiaming Han, Jian Ding, Jie Li, Gui-Song Xia
2020 J jnl
An Urban Water Extraction Method Combining Deep Learning and Google Earth Engine.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yudie Wang, Zhiwei Li, Chao Zeng, Gui-Song Xia, Huanfeng Shen
2020 J jnl
Asymmetric Siamese Networks for Semantic Change Detection.
CoRR
Kunping Yang, Gui-Song Xia, Zicheng Liu, Bo Du, Wen Yang, Marcello Pelillo
2020 J jnl
DiRS: On Creating Benchmark Datasets for Remote Sensing Image Interpretation.
CoRR
Yang Long, Gui-Song Xia, Shengyang Li, Wen Yang, Michael Ying Yang, Xiao Xiang Zhu, Liangpei Zhang, Deren Li
2020 — conf
Event Enhanced High-Quality Image Recovery.
ECCV (13)
Bishan Wang, Jingwei He, Lei Yu, Gui-Song Xia, Wen Yang
2020 J jnl
Event Enhanced High-Quality Image Recovery.
CoRR
Bishan Wang, Jingwei He, Lei Yu, Gui-Song Xia, Wen Yang
2020 J jnl
Exemplar-Based Recursive Instance Segmentation With Application to Plant Image Analysis.
IEEE Trans. Image Process.
Jin-Gang Yu, Yansheng Li, Changxin Gao, Hongxia Gao, Gui-Song Xia, Zhu Liang Yu, Yuanqing Li
2020 J jnl
Exploiting Deep Features for Remote Sensing Image Retrieval: A Systematic Investigation.
IEEE Trans. Big Data
Xin-Yi Tong, Gui-Song Xia, Fan Hu, Yanfei Zhong, Mihai Datcu, Liangpei Zhang
2020 A* conf
FGN: Fully Guided Network for Few-Shot Instance Segmentation.
CVPR
Zhibo Fan, Jin-Gang Yu, Zhihao Liang, Jiarong Ou, Changxin Gao, Gui-Song Xia, Yuanqing Li
2020 J jnl
FGN: Fully Guided Network for Few-Shot Instance Segmentation.
CoRR
Zhibo Fan, Jin-Gang Yu, Zhihao Liang, Jiarong Ou, Changxin Gao, Gui-Song Xia, Yuanqing Li
2020 J jnl
Fisheye Distortion Rectification from Deep Straight Lines.
CoRR
Zhucun Xue, Nan Xue, Gui-Song Xia
2020 A* conf
Holistically-Attracted Wireframe Parsing.
CVPR
Nan Xue, Tianfu Wu, Song Bai, Fudong Wang, Gui-Song Xia, Liangpei Zhang, Philip H. S. Torr
2020 J jnl
Holistically-Attracted Wireframe Parsing.
CoRR
Nan Xue, Tianfu Wu, Song Bai, Fu-Dong Wang, Gui-Song Xia, Liangpei Zhang, Philip H. S. Torr
2020 — conf
Implicit Euler ODE Networks for Single-Image Dehazing.
CVPR Workshops
Jiawei Shen, Zhuoyan Li, Lei Yu, Gui-Song Xia, Wen Yang
2020 J jnl
Implicit Euler ODE Networks for Single-Image Dehazing.
CoRR
Jiawei Shen, Zhuoyan Li, Lei Yu, Gui-Song Xia, Wen Yang
2020 C conf
Instance Segmentation with Oriented Proposals for Aerial Images.
IGARSS
Ting Pan, Jian Ding, Jinwang Wang, Wen Yang, Gui-Song Xia
2020 J jnl
Matching Neuromorphic Events and Color Images via Adversarial Learning.
CoRR
Fang Xu, Shijie Lin, Wen Yang, Lei Yu, Dengxin Dai, Gui-Song Xia
2020 J jnl
Mental Retrieval of Remote Sensing Images via Adversarial Sketch-Image Feature Learning.
IEEE Trans. Geosci. Remote. Sens.
Fang Xu, Wen Yang, Tianbi Jiang, Shijie Lin, Hao Luo, Gui-Song Xia
2020 J jnl
Mining Deep Semantic Representations for Scene Classification of High-Resolution Remote Sensing Imagery.
IEEE Trans. Big Data
Fan Hu, Gui-Song Xia, Wen Yang, Liangpei Zhang
2020 J jnl
Mixed Noise Removal with Pareto Prior.
CoRR
Zhou Liu, Lei Yu, Gui-Song Xia, Hong Sun
2020 J jnl
Object Tracking in Satellite Videos by Improved Correlation Filters With Motion Estimations.
IEEE Trans. Geosci. Remote. Sens.
Shiyu Xuan, Shengyang Li, Mingfei Han, Xue Wan, Gui-Song Xia
2020 J jnl
Remote Sensing Image Scene Classification Meets Deep Learning: Challenges, Methods, Benchmarks, and Opportunities.
CoRR
Gong Cheng, Xingxing Xie, Junwei Han, Lei Guo, Gui-Song Xia
2020 J jnl
Remote Sensing Image Scene Classification Meets Deep Learning: Challenges, Methods, Benchmarks, and Opportunities.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Gong Cheng, Xingxing Xie, Junwei Han, Lei Guo, Gui-Song Xia
2020 J jnl
Special Issue on Big Data From Space.
IEEE Trans. Big Data
Mihai Datcu, Jacqueline Le Moigne, Sveinung Loekken, Pierre Soille, Gui-Song Xia
2020 B conf
Tiny Object Detection in Aerial Images.
ICPR
Jinwang Wang, Wen Yang, Haowen Guo, Ruixiang Zhang, Gui-Song Xia
2020 J jnl
Ultrafast Endoscopic Ultrasonography With Circular Array.
IEEE Trans. Medical Imaging
Qingyuan Tan, Congzhi Wang, Jiamei Liu, Jiqing Huang, Yongchuan Li, Yang Xiao, Gui-Song Xia, Teng Ma, Hairong Zheng
2020 J jnl
Unmixing Convolutional Features for Crisp Edge Detection.
CoRR
Linxi Huan, Xianwei Zheng, Nan Xue, Wei He, Jianya Gong, Gui-Song Xia
2020 J jnl
X-ModalNet: A Semi-Supervised Deep Cross-Modal Network for Classification of Remote Sensing Data.
CoRR
Danfeng Hong, Naoto Yokoya, Gui-Song Xia, Jocelyn Chanussot, Xiao Xiang Zhu
2020 A* conf
Zero-Assignment Constraint for Graph Matching With Outliers.
CVPR
Fudong Wang, Nan Xue, Jin-Gang Yu, Gui-Song Xia
2020 J jnl
Zero-Assignment Constraint for Graph Matching with Outliers.
CoRR
Fudong Wang, Nan Xue, Jin-Gang Yu, Gui-Song Xia
2019 J jnl
A Functional Representation for Graph Matching.
CoRR
Fudong Wang, Gui-Song Xia, Nan Xue, Yipeng Zhang, Marcello Pelillo
2019 J jnl
An SRTM-Aided Epipolar Resampling Method for Multi-Source High-Resolution Satellite Stereo Observation.
Remote. Sens.
Jingwen Hu, Gui-Song Xia, Hong Sun
2019 J jnl
Conditional Generative ConvNets for Exemplar-based Texture Synthesis.
CoRR
Zi-Ming Wang, Meng-Han Li, Gui-Song Xia
2019 J jnl
Detecting Power Lines in UAV Images with Convolutional Features and Structured Constraints.
Remote. Sens.
Heng Zhang, Wen Yang, Huai Yu, Haijian Zhang, Gui-Song Xia
2019 J jnl
Editorial.
Pattern Recognit. Lett.
Junchi Yan, Minsu Cho, Francesc Serratosa, Gui-Song Xia, Yinqiang Zheng
2019 J jnl
Extracting urban water by combining deep learning and Google Earth Engine.
CoRR
Yudie Wang, Zhiwei Li, Chao Zeng, Gui-Song Xia, Huanfeng Shen
2019 J jnl
GeoSay: A geometric saliency for extracting buildings in remote sensing images.
Comput. Vis. Image Underst.
Gui-Song Xia, Jin Huang, Nan Xue, Qikai Lu, Xiaoxiang Zhu
2019 J jnl
Gliding vertex on the horizontal bounding box for multi-oriented object detection.
CoRR
Yongchao Xu, Mingtao Fu, Qimeng Wang, Yukang Wang, Kai Chen, Gui-Song Xia, Xiang Bai
2019 J jnl
Image Caption Generation with Part of Speech Guidance.
Pattern Recognit. Lett.
Xinwei He, Baoguang Shi, Xiang Bai, Gui-Song Xia, Zhaoxiang Zhang, Weisheng Dong
2019 A* conf
Learning Attraction Field Representation for Robust Line Segment Detection.
CVPR
Nan Xue, Song Bai, Fudong Wang, Gui-Song Xia, Tianfu Wu, Liangpei Zhang
2019 J jnl
Learning Regional Attraction for Line Segment Detection.
CoRR
Nan Xue, Song Bai, Fudong Wang, Gui-Song Xia, Tianfu Wu, Liangpei Zhang, Philip H. S. Torr
2019 A* conf
Learning RoI Transformer for Oriented Object Detection in Aerial Images.
CVPR
Jian Ding, Nan Xue, Yang Long, Gui-Song Xia, Qikai Lu
2019 J jnl
Learning the Synthesizability of Dynamic Texture Samples.
IEEE Trans. Image Process.
Feng Yang, Gui-Song Xia, Dengxin Dai, Liangpei Zhang
2019 A* conf
Learning to Calibrate Straight Lines for Fisheye Image Rectification.
CVPR
Zhucun Xue, Nan Xue, Gui-Song Xia, Weiming Shen
2019 J jnl
Learning to Calibrate Straight Lines for Fisheye Image Rectification.
CoRR
Zhucun Xue, Nan Xue, Gui-Song Xia, Weiming Shen
2019 C conf
Mental Retrieval of Large-Scale Satellite Images Via Learned Sketch-Image Deep Features.
IGARSS
Fang Xu, Ruixiang Zhang, Wen Yang, Gui-Song Xia
2019 C conf
Multi-Level Fusion of the Multi-Receptive Fields Contextual Networks and Disparity Network for Pairwise Semantic Stereo.
IGARSS
Hongyu Chen, Manhui Lin, Hongyan Zhang, Guangyi Yang, Gui-Song Xia, Xianwei Zheng, Liangpei Zhang
2019 — conf
Multi-Scale Weighted Branch Network for Remote Sensing Image Classification.
CVPR Workshops
Kunping Yang, Zicheng Liu, Qikai Lu, Gui-Song Xia
2019 J jnl
Robust visible-infrared image matching by exploiting dominant edge orientations.
Pattern Recognit. Lett.
Hui Chen, Nan Xue, Yipeng Zhang, Qikai Lu, Gui-Song Xia
2019 — ed.
Video Analytics. Face and Facial Expression Recognition - Third International Workshop, FFER 2018, and Second International Workshop, DLPR 2018, Beijing, China, August 20, 2018, Revised Selected Papers
FFER/DLPR@ICPR
Xiang Bai, Yi Fang, Yangqing Jia, Meina Kan, Shiguang Shan, Chunhua Shen, Jingdong Wang, Gui-Song Xia, Shuicheng Yan, Zhaoxiang Zhang, Kamal Nasrollahi, Gang Hua, Thomas B. Moeslund, Qiang Ji
2019 — conf
iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images.
CVPR Workshops
Syed Waqas Zamir, Aditya Arora, Akshita Gupta, Salman H. Khan, Guolei Sun, Fahad Shahbaz Khan, Fan Zhu, Ling Shao, Gui-Song Xia, Xiang Bai
2019 J jnl
iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images.
CoRR
Syed Waqas Zamir, Aditya Arora, Akshita Gupta, Salman H. Khan, Guolei Sun, Fahad Shahbaz Khan, Fan Zhu, Ling Shao, Gui-Song Xia, Xiang Bai
2018 J jnl
A survey on vision-based UAV navigation.
Geo spatial Inf. Sci.
Yuncheng Lu, Zhucun Xue, Gui-Song Xia, Liangpei Zhang
2018 C conf
AID++: An Updated Version of AID on Scene Classification.
IGARSS
Pu Jin, Gui-Song Xia, Fan Hu, Qikai Lu, Liangpei Zhang
2018 J jnl
AID++: An Updated Version of AID on Scene Classification.
CoRR
Pu Jin, Gui-Song Xia, Fan Hu, Qikai Lu, Liangpei Zhang
2018 C conf
Accurate Building Detection in VHR Remote Sensing Images Using Geometric Saliency.
IGARSS
Jin Huang, Gui-Song Xia, Fan Hu, Liangpei Zhang
2018 J jnl
Accurate Building Detection in VHR Remote Sensing Images using Geometric Saliency.
CoRR
Jin Huang, Gui-Song Xia, Fan Hu, Liangpei Zhang
2018 — conf
Adaptively Transforming Graph Matching.
ECCV (16)
Fudong Wang, Nan Xue, Yipeng Zhang, Xiang Bai, Gui-Song Xia
2018 J jnl
Adaptively Transforming Graph Matching.
CoRR
Fudong Wang, Nan Xue, Yipeng Zhang, Xiang Bai, Gui-Song Xia
2018 J jnl
Analysis of large-scale UAV images using a multi-scale hierarchical representation.
Geo spatial Inf. Sci.
Huai Yu, Jinwang Wang, Yu Bai, Wen Yang, Gui-Song Xia
2018 J jnl
Anisotropic-Scale Junction Detection and Matching for Indoor Images.
IEEE Trans. Image Process.
Nan Xue, Gui-Song Xia, Xiang Bai, Liangpei Zhang, Weiming Shen
2018 A* conf
DOTA: A Large-Scale Dataset for Object Detection in Aerial Images.
CVPR
Gui-Song Xia, Xiang Bai, Jian Ding, Zhen Zhu, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang
2018 B conf
Delving into the Synthesizability of Dynamic Texture Samples.
ICPR
Feng Yang, Gui-Song Xia, Dengxin Dai, Liangpei Zhang
2018 J jnl
GeoSay: A Geometric Saliency for Extracting Buildings in Remote Sensing Images.
CoRR
Gui-Song Xia, Jin Huang, Nan Xue, Qikai Lu, Xiaoxiang Zhu
2018 B conf
ICPR2018 Contest on Object Detection in Aerial Images (ODAI-18).
ICPR
Jian Ding, Zhen Zhu, Gui-Song Xia, Xiang Bai, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang
2018 — conf
Image Stitching Using Smoothly Planar Homography.
PRCV (1)
Tian-Zhu Xiang, Gui-Song Xia, Liangpei Zhang
2018 J jnl
Image stitching by line-guided local warping with global similarity constraint.
Pattern Recognit.
Tian-Zhu Xiang, Gui-Song Xia, Xiang Bai, Liangpei Zhang
2018 J jnl
Information processing for unmanned aerial vehicles (UAVs) in surveying, mapping, and navigation.
Geo spatial Inf. Sci.
Gui-Song Xia, Mihai Datcu, Wen Yang, Xiang Bai
2018 C conf
Large-Scale Land Cover Classification in Gaofen-2 Satellite Imagery.
IGARSS
Xin-Yi Tong, Qikai Lu, Gui-Song Xia, Liangpei Zhang
2018 J jnl
Large-scale Land Cover Classification in GaoFen-2 Satellite Imagery.
CoRR
Xin-Yi Tong, Qikai Lu, Gui-Song Xia, Liangpei Zhang
2018 J jnl
Learning Attraction Field Representation for Robust Line Segment Detection.
CoRR
Nan Xue, Song Bai, Fudong Wang, Gui-Song Xia, Tianfu Wu, Liangpei Zhang
2018 J jnl
Learning RoI Transformer for Detecting Oriented Objects in Aerial Images.
CoRR
Jian Ding, Nan Xue, Yang Long, Gui-Song Xia, Qikai Lu
2018 J jnl
Learning Transferable Deep Models for Land-Use Classification with High-Resolution Remote Sensing Images.
CoRR
Xin-Yi Tong, Gui-Song Xia, Qikai Lu, Huanfeng Shen, Shengyang Li, Shucheng You, Liangpei Zhang
2018 J jnl
Learning the Synthesizability of Dynamic Texture Samples.
CoRR
Feng Yang, Gui-Song Xia, Dengxin Dai, Liangpei Zhang
2018 J jnl
Mini-UAV-based Remote Sensing: Techniques, Applications and Prospectives.
CoRR
Tian-Zhu Xiang, Gui-Song Xia, Liangpei Zhang
2018 C conf
Recent Advances and Opportunities in Scene Classification of Aerial Images with Deep Models.
IGARSS
Fan Hu, Gui-Song Xia, Wen Yang, Liangpei Zhang
2018 J jnl
Recent advances and opportunities in scene classification of aerial images with deep models.
CoRR
Fan Hu, Gui-Song Xia, Wen Yang, Liangpei Zhang
2018 A* conf
Rotation-Sensitive Regression for Oriented Scene Text Detection.
CVPR
Minghui Liao, Zhen Zhu, Baoguang Shi, Gui-Song Xia, Xiang Bai
2018 J jnl
Rotation-Sensitive Regression for Oriented Scene Text Detection.
CoRR
Minghui Liao, Zhen Zhu, Baoguang Shi, Gui-Song Xia, Xiang Bai
2018 J jnl
Texture Mixing by Interpolating Deep Statistics via Gaussian Models.
CoRR
Zi-Ming Wang, Gui-Song Xia, Yipeng Zhang
2018 J jnl
Toward Autonomous Rotation-Aware Unmanned Aerial Grasping.
CoRR
Shijie Lin, Jinwang Wang, Wen Yang, Gui-Song Xia
2017 — conf
A generic framework for the structured abstraction of images.
NPAR@Expressive
Noura Faraj, Gui-Song Xia, Julie Delon, Yann Gousseau
2017 J jnl
AID: A Benchmark Data Set for Performance Evaluation of Aerial Scene Classification.
IEEE Trans. Geosci. Remote. Sens.
Gui-Song Xia, Jingwen Hu, Fan Hu, Baoguang Shi, Xiang Bai, Yanfei Zhong, Liangpei Zhang, Xiaoqiang Lu
2017 J jnl
Anisotropic-Scale Junction Detection and Matching for Indoor Images.
CoRR
Nan Xue, Gui-Song Xia, Xiang Bai, Liangpei Zhang, Weiming Shen
2017 J jnl
DOTA: A Large-scale Dataset for Object Detection in Aerial Images.
CoRR
Gui-Song Xia, Xiang Bai, Jian Ding, Zhen Zhu, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang
2017 J jnl
Deep learning in remote sensing: a review.
CoRR
Xiao Xiang Zhu, Devis Tuia, Lichao Mou, Gui-Song Xia, Liangpei Zhang, Feng Xu, Friedrich Fraundorfer
2017 J jnl
Exploiting Deep Features for Remote Sensing Image Retrieval: A Systematic Investigation.
CoRR
Gui-Song Xia, Xin-Yi Tong, Fan Hu, Yanfei Zhong, Mihai Datcu, Liangpei Zhang
2017 J jnl
Image Stitching by Line-guided Local Warping with Global Similarity Constraint.
CoRR
Tian-Zhu Xiang, Gui-Song Xia, Xiang Bai, Liangpei Zhang
2017 J jnl
Retrieving Aerial Scene Images with Learned Deep Image-Sketch Features.
J. Comput. Sci. Technol.
Tianbi Jiang, Gui-Song Xia, Qikai Lu, Weiming Shen
2017 B conf
Sketch-based aerial image retrieval.
ICIP
Tianbi Jiang, Gui-Song Xia, Qikai Lu
2017 J jnl
Texture Characterization Using Shape Co-Occurrence Patterns.
IEEE Trans. Image Process.
Gui-Song Xia, Gang Liu, Xiang Bai, Liangpei Zhang
2017 J jnl
Texture Characterization by Using Shape Co-occurrence Patterns.
CoRR
Gui-Song Xia, Gang Liu, Xiang Bai, Liangpei Zhang
2017 J jnl
Unsupervised Classification of Polarimetric SAR Images via Riemannian Sparse Coding.
IEEE Trans. Geosci. Remote. Sens.
Neng Zhong, Wen Yang, Anoop Cherian, Xiangli Yang, Gui-Song Xia, Mingsheng Liao
2016 J jnl
A Color-Texture-Structure Descriptor for High-Resolution Satellite Image Classification.
Remote. Sens.
Huai Yu, Wen Yang, Gui-Song Xia, Gang Liu
2016 J jnl
A Computational Model for Object-Based Visual Saliency: Spreading Attention Along Gestalt Cues.
IEEE Trans. Multim.
Jin-Gang Yu, Gui-Song Xia, Changxin Gao, Ashok Samal
2016 J jnl
AID: A Benchmark Dataset for Performance Evaluation of Aerial Scene Classification.
CoRR
Gui-Song Xia, Jingwen Hu, Fan Hu, Baoguang Shi, Xiang Bai, Yanfei Zhong, Liangpei Zhang
2016 B conf
Accurate object tracking by combining correlation filters and keypoints.
IJCNN
Xin Zhang, Zifeng Wang, Gui-Song Xia, Liangpei Zhang
2016 J jnl
Bag-of-Visual-Words Scene Classifier With Local and Global Features for High Spatial Resolution Remote Sensing Imagery.
IEEE Geosci. Remote. Sens. Lett.
Qiqi Zhu, Yanfei Zhong, Bei Zhao, Gui-Song Xia, Liangpei Zhang
2016 J jnl
Deep Learning for Remote Sensing Image Understanding.
J. Sensors
Liangpei Zhang, Gui-Song Xia, Tianfu Wu, Liang Lin, Xue-Cheng Tai
2016 J jnl
Dirichlet-Derived Multiple Topic Scene Classification Model for High Spatial Resolution Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens.
Bei Zhao, Yanfei Zhong, Gui-Song Xia, Liangpei Zhang
2016 J jnl
Dynamic texture recognition by aggregating spatial and temporal features via ensemble SVMs.
Neurocomputing
Feng Yang, Gui-Song Xia, Gang Liu, Liangpei Zhang, Xin Huang
2016 J jnl
Fast Binary Coding for the Scene Classification of High-Resolution Remote Sensing Imagery.
Remote. Sens.
Fan Hu, Gui-Song Xia, Jingwen Hu, Yanfei Zhong, Kan Xu
2016 J jnl
Globally consistent correspondence of multiple feature sets using proximal Gauss-Seidel relaxation.
Pattern Recognit.
Jin-Gang Yu, Gui-Song Xia, Ashok Samal, Jinwen Tian
2016 J jnl
Image stitching with perspective-preserving warping.
CoRR
Tianzhu Xiang, Gui-Song Xia, Liangpei Zhang
2016 J jnl
Iterative Time-Frequency Filtering of Sinusoidal Signals With Updated Frequency Estimation.
IEEE Signal Process. Lett.
Haijian Zhang, Lei Yu, Gui-Song Xia
2016 B conf
Locally warping-based image stitching by imposing line constraints.
ICPR
Tianzhu Xiang, Gui-Song Xia, Liangpei Zhang, NingNing Huang
2016 J jnl
Meaningful Object Segmentation From SAR Images via a Multiscale Nonlocal Active Contour Model.
IEEE Trans. Geosci. Remote. Sens.
Gui-Song Xia, Gang Liu, Wen Yang, Liangpei Zhang
2016 C conf
Mining the spatial distribution of visual words for scene classification.
IGARSS
Jingwen Hu, Menghan Li, Gui-Song Xia, Liangpei Zhang
2016 J jnl
Multi-feature combined cloud and cloud shadow detection in GF-1 WFV imagery.
CoRR
Zhiwei Li, Huanfeng Shen, Huifang Li, Gui-Song Xia, Paolo Gamba, Liangpei Zhang
2016 J jnl
Multi-object tracking with inter-feedback between detection and tracking.
Neurocomputing
Shu Tian, Fei Yuan, Gui-Song Xia
2016 J jnl
Region-Based Change Detection for Polarimetric SAR Images Using Wishart Mixture Models.
IEEE Trans. Geosci. Remote. Sens.
Wen Yang, Xiangli Yang, Tianheng Yan, Hui Song, Gui-Song Xia
2016 J jnl
Texture Synthesis Through Convolutional Neural Networks and Spectrum Constraints.
CoRR
Gang Liu, Yann Gousseau, Gui-Song Xia
2016 B conf
Texture synthesis through convolutional neural networks and spectrum constraints.
ICPR
Gang Liu, Yann Gousseau, Gui-Song Xia
2015 J jnl
A Comparative Study of Sampling Analysis in the Scene Classification of Optical High-Spatial Resolution Remote Sensing Imagery.
Remote. Sens.
Jingwen Hu, Gui-Song Xia, Fan Hu, Liangpei Zhang
2015 C conf
A benchmark for scene classification of high spatial resolution remote sensing imagery.
IGARSS
Jingwen Hu, Tianbi Jiang, Xinyi Tong, Gui-Song Xia, Liangpei Zhang
2015 C conf
A comparative study of sampling analysis in scene classification of high-resolution remote sensing imagery.
IGARSS
Jingwen Hu, Gui-Song Xia, Fan Hu, Hong Sun, Liangpei Zhang
2015 C conf
A novel polarimetric-texture-structure descriptor for high-resolution PolSAR image classification.
IGARSS
Yu Bai, Wen Yang, Gui-Song Xia, Mingsheng Liao
2015 J jnl
Accurate Annotation of Remote Sensing Images via Active Spectral Clustering with Little Expert Knowledge.
Remote. Sens.
Gui-Song Xia, Zifeng Wang, Caiming Xiong, Liangpei Zhang
2015 J jnl
Automatic Ship Detection in SAR Images Using Multi-Scale Heterogeneities and an A Contrario Decision.
Remote. Sens.
Xiaojing Huang, Wen Yang, Haijian Zhang, Gui-Song Xia
2015 C conf
Dissimilarity measurements for processing and analyzing PolSAR data: A survey.
IGARSS
Wen Yang, Hui Song, Gui-Song Xia, Carlos López-Martínez
2015 C conf
Fast binary coding for satellite image scene classification.
IGARSS
Fan Hu, Zifeng Wang, Gui-Song Xia, Bin Luo, Liangpei Zhang
2015 C conf
Finding edges of buildings via a junction process in high-resolution remotely sensed images.
IGARSS
Bowen Xu, Nan Xue, Gui-Song Xia, Liangpei Zhang
2015 J jnl
Learning High-level Features for Satellite Image Classification With Limited Labeled Samples.
IEEE Trans. Geosci. Remote. Sens.
Wen Yang, Xiaoshuang Yin, Gui-Song Xia
2015 J jnl
Meaningful Objects Segmentation from SAR Images via A Multi-Scale Non-Local Active Contour Model.
CoRR
Gui-Song Xia, Gang Liu, Wen Yang
2015 — conf
Superpixel-based change detection in high resolution sar images using region covariance features.
MultiTemp
Xiaojing Huang, Wen Yang, Gui-Song Xia, Mingsheng Liao
2015 — conf
The bag-of-visual-words scene classifier combining local and global features for high spatial resolution imagery.
FSKD
Qiqi Zhu, Yanfei Zhong, Bei Zhao, Gui-Song Xia, Liangpei Zhang
2015 J jnl
Transferring Deep Convolutional Neural Networks for the Scene Classification of High-Resolution Remote Sensing Imagery.
Remote. Sens.
Fan Hu, Gui-Song Xia, Jingwen Hu, Liangpei Zhang
2015 J jnl
Unsupervised Feature Learning Via Spectral Clustering of Multidimensional Patches for Remotely Sensed Scene Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Fan Hu, Gui-Song Xia, Zifeng Wang, Xin Huang, Liangpei Zhang, Hong Sun
2014 J jnl
Accurate Junction Detection and Characterization in Natural Images.
Int. J. Comput. Vis.
Gui-Song Xia, Julie Delon, Yann Gousseau
2014 C conf
Anisotropic diffusion on complex tensor fields for PolSAR image filtering.
IGARSS
Nan Xue, Gui-Song Xia, Liangpei Zhang
2014 C conf
SAR image segmentation via non-local active contours.
IGARSS
Gang Liu, Gui-Song Xia, Wen Yang, Nan Xue
2014 C conf
Semi-supervised feature learning for remote sensing image classification.
IGARSS
Xiaoshuang Yin, Wen Yang, Gui-Song Xia, Lixia Dong
2014 C conf
Spectral active clustering of remote sensing images.
IGARSS
Zifeng Wang, Gui-Song Xia, Caiming Xiong, Liangpei Zhang
2014 J jnl
Synthesizing and Mixing Stationary Gaussian Texture Models.
SIAM J. Imaging Sci.
Gui-Song Xia, Sira Ferradans, Gabriel Peyré, Jean-François Aujol
2014 B conf
Texture Analysis with Shape Co-occurrence Patterns.
ICPR
Gang Liu, Gui-Song Xia, Wen Yang, Liangpei Zhang
2014 C conf
Unsupervised feature coding on local patch manifold for satellite image scene classification.
IGARSS
Fan Hu, Gui-Song Xia, Zifeng Wang, Liangpei Zhang, Hong Sun
2013 C conf
A Hierarchical Scheme of Multiple Feature Fusion for High-Resolution Satellite Scene Categorization.
ICVS
Wen Shao, Wen Yang, Gui-Song Xia, Gang Liu
2013 C conf
A perception-inspired building index for automatic built-up area detection in high-resolution satellite images.
IGARSS
Gang Liu, Gui-Song Xia, Xin Huang, Wen Yang, Liangpei Zhang
2013 C conf
Change detection in multi-temporal TerraSAR-X SAR images using a hierarchical Markov model on regions.
IGARSS
Jie Liu, Wen Yang, Gui-Song Xia, Mingsheng Liao
2013 — conf
Nonnegative discriminative manifold learning for hyperspectral data dimension reduction.
WHISPERS
Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Gui-Song Xia
2013 — conf
Static and Dynamic Texture Mixing Using Optimal Transport.
SSVM
Sira Ferradans, Gui-Song Xia, Gabriel Peyré, Jean-François Aujol
2012 B conf
An accurate and contrast invariant junction detector.
ICPR
Gui-Song Xia, Julie Delon, Yann Gousseau
2012 B conf
Compact representations of stationary dynamic textures.
ICIP
Gui-Song Xia, Sira Ferradans, Gabriel Peyré, Jean-François Aujol
2012 J jnl
Mid-level features and spatio-temporal context for activity recognition.
Pattern Recognit.
Fei Yuan, Gui-Song Xia, Hichem Sahbi, Véronique Prinet
2012 J jnl
SAR-Based Terrain Classification Using Weakly Supervised Hierarchical Markov Aspect Models.
IEEE Trans. Image Process.
Wen Yang, Dengxin Dai, Bill Triggs, Gui-Song Xia
2011 — —
Some Geometric Methods for the Analysis of Images and Textures. (Approches géométriques pour l'analyse d'images et de textures).
Gui-Song Xia
2011 — conf
Spatio-Temporal Interest Points Chain (STIPC) for activity recognition.
ACPR
Fei Yuan, Gui-Song Xia, Hichem Sahbi, Véronique Prinet
2011 A conf
Texture Segmentation by Grouping Ellipse Ensembles via Active Contours.
BMVC
Gui-Song Xia, Fei Yuan
2010 B conf
Fast semantic scene segmentation with conditional random field.
ICIP
Wen Yang, Dengxin Dai, Bill Triggs, Gui-Song Xia, Chu He
2010 J jnl
Shape-based Invariant Texture Indexing.
Int. J. Comput. Vis.
Gui-Song Xia, Julie Delon, Yann Gousseau
2010 B conf
Topographic gray level multiscale analysis and its application to histogram modification.
ICIP
Chu He, Xinping Deng, Gui-Song Xia, Wen Yang, Hong Sun
2008 B conf
Locally invariant texture analysis from the topographic map.
ICPR
Gui-Song Xia, Julie Delon, Yann Gousseau
2007 J jnl
A Rapid and Automatic MRF-Based Clustering Method for SAR Images.
IEEE Geosci. Remote. Sens. Lett.
Gui-Song Xia, Chu He, Hong Sun
2007 A* conf
Compositional Boosting for Computing Hierarchical Image Structures.
CVPR
Tianfu Wu, Gui-Song Xia, Song Chun Zhu
2006 J jnl
An Adaptive and Iterative Method of Urban Area Extraction From SAR Images.
IEEE Geosci. Remote. Sens. Lett.
Chu He, Gui-Song Xia, Hong Sun