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Preprints

Cross-Level Multi-Instance Distillation for Self-Supervised Fine-Grained Visual Categorization.
Qi Bi, Wei Ji, Jingjun Yi, Haolan Zhan, Gui-Song Xia.
arXiv preprint arXiv:2401.08860, 2024
GOOD: Towards Domain Generalized Orientated Object Detection.
Qi Bi, Beichen Zhou, Jingjun Yi, Wei Ji, Haolan Zhan, Gui-Song Xia.
arXiv preprint arXiv:2402.12765, 2024
Learning Cross-view Visual Geo-localization without Ground Truth.
Haoyuan Li, Chang Xu, Wen Yang, Huai Yu, Gui-Song Xia.
arXiv preprint arXiv:2403.12702, 2024
H2RSVLM: Towards Helpful and Honest Remote Sensing Large Vision Language Model.
Chao Pang, Jiang Wu, Jiayu Li, Yi Liu, Jiaxing Sun, Weijia Li, Xingxing Weng, Shuai Wang, Litong Feng, Gui-Song Xia, Conghui He.
arXiv preprint arXiv:2403.20213, 2024

Journal Articles

Deeply Unsupervised Patch Re-Identification for Pre-Training Object Detectors.
Jian Ding, Enze Xie, Hang Xu, Chenhan Jiang, Zhenguo Li, Ping Luo, Gui-Song Xia.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 46(3): 1348-1361, 2024
Detecting Line Segments in Motion-Blurred Images With Events.
Huai Yu, Hao Li, Wen Yang, Lei Yu, Gui-Song Xia.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 46(5): 2866-2881, 2024
Extracting Building Footprints in SAR Images via Distilling Boundary Information From Optical Images.
Yuxuan Wang, Lanxin Zeng, Wen Yang, Jian Kang, Huai Yu, Mihai Datcu, Gui-Song Xia.
IEEE Transactions on Geoscience and Remote Sensing, 62: 5204215, 2024
HiCD: Change Detection in Quality-Varied Images via Hierarchical Correlation Distillation.
Chao Pang, Xingxing Weng, Jiang Wu, Qiang Wang, Gui-Song Xia.
IEEE Transactions on Geoscience and Remote Sensing, 62: 5611816, 2024
Weakly Supervised 3-D Building Reconstruction From Monocular Remote Sensing Images.
Weijia Li, Zhenghao Hu, Lingxuan Meng, Jinwang Wang, Juepeng Zheng, Runmin Dong, Conghui He, Gui-Song Xia, Haohuan Fu, Dahua Lin.
IEEE Transactions on Geoscience and Remote Sensing, 62: 5615315, 2024
Efficient Rural Building Segmentation via a Multilevel Decoding Network.
Bowen Xu, Liang Dong, Gui-Song Xia, Liangpei Zhang.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 17: 2489-2500, 2024
Learning to See Through With Events.
Lei Yu, Xiang Zhang, Wei Liao, Wen Yang, Gui-Song Xia.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 45(7): 8660-8678, 2023
Learning to Super-Resolve Blurry Images With Events.
Lei Yu, Bishan Wang, Xiang Zhang, Haijian Zhang, Wen Yang, Jianzhuang Liu, Gui-Song Xia.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 45(8): 10027-10043, 2023
Holistically-Attracted Wireframe Parsing: From Supervised to Self-Supervised Learning.
Nan Xue, Tianfu Wu, Song Bai, Fu-Dong Wang, Gui-Song Xia, Liangpei Zhang, Philip H. S. Torr.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 45(12): 14727-14744, 2023
NOPE-SAC: Neural One-Plane RANSAC for Sparse-View Planar 3D Reconstruction.
Bin Tan, Nan Xue, Tianfu Wu, Gui-Song Xia.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 45(12): 15233-15248, 2023
Learning to Extract Building Footprints From Off-Nadir Aerial Images.
Jinwang Wang, Lingxuan Meng, Weijia Li, Wen Yang, Lei Yu, Gui-Song Xia.
IEEE Transactions on Pattern Analysis and Machine Intelligence, 45(1): 1294-1301, 2023
An Empirical Study of Remote Sensing Pretraining.
Di Wang, Jing Zhang, Bo Du, Gui-Song Xia, Dacheng Tao.
IEEE Transactions on Geoscience and Remote Sensing, 61: 5608020, 2023
A3Track: Achieving Precise Target Tracking in Aerial Images With Receptive Field Alignment.
Xu Lei, Chang Xu, Wensheng Cheng, Wen Yang, Gui-Song Xia.
IEEE Transactions on Geoscience and Remote Sensing, 61: 5626515, 2023
Transformers in Remote Sensing: A Survey.
Abdulaziz Amer Aleissaee, Amandeep Kumar, Rao Muhammad Anwer, Salman Khan, Hisham Cholakkal, Gui-Song Xia, Fahad Shahbaz Khan.
Remote Sensing, 15(7): 1860, 2023
HiSup: Accurate polygonal mapping of buildings in satellite imagery with hierarchical supervision.
Bowen Xu, Jiakun Xu, Nan Xue, Gui-Song Xia.
ISPRS Journal of Photogrammetry and Remote Sensing, 198: 284–296, 2023
Enabling country-scale land cover mapping with meter-resolution satellite imagery.
Xin-Yi Tong, Gui-Song Xia, Xiao Xiang Zhu.
ISPRS Journal of Photogrammetry and Remote Sensing, 196: 178–196, 2023
HiSup: Accurate polygonal mapping of buildings in satellite imagery with hierarchical supervision.
Bowen Xu, Jiakun Xu, Nan Xue, Gui-Song Xia.
ISPRS Journal of Photogrammetry and Remote Sensing, 198: 284–296, 2023
Drone-based RGBT tiny person detection.
Yan Zhang, Chang Xu, Wen Yang, Guangjun He, Huai Yu, Lei Yu, Gui-Song Xia.
ISPRS Journal of Photogrammetry and Remote Sensing, 204: 61–76, 2023
PDCA-Former: Prior-Diagonal Cross Attention-Guided Transformer for Flood Mapping From Sar Imagery: A Case in Khartoum.
T. Saleh, M. Zahran, S. Holail, G.-S. Xia.
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, X-1/W1-2023: 723–730, 2023
Ship Detection in Cosmo-Skymed Sar Imagery Using a Novel Cnn-Based Detector: A Case Study From the Suez Canal.
T. Saleh, S. Holail, X. Weng, X. Xiao, G.-S. Xia.
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, X-1/W1-2023: 715–722, 2023
Bayesian Collaborative Learning for Whole-Slide Image Classification.
Jin-Gang Yu, Zihao Wu, Yu Ming, Shule Deng, Qihang Wu, Zhongtang Xiong, Tianyou Yu, Gui-Song Xia, Qingping Jiang, Yuanqing Li.
IEEE Transactions on Medical Imaging, 42(6): 1809-1821, 2023
Self-Sufficient Feature Enhancing Networks for Video Salient Object Detection.
Lei Yu, Bishan Wang, Jingwei He, Gui-Song Xia, Wen Yang.
IEEE Transactions on Multimedia, 25: 443-456, 2023
Detecting building changes with off-nadir aerial images.
Chao Pang, Jiang Wu, Jian Ding, Can Song, Gui-Song Xia.
Science China Information Sciences, 66(4), 2023
CAT: a coarse-to-fine attention tree for semantic change detection.
Xiu-Shen Wei, Yu-Yan Xu, Chen-Lin Zhang, Gui-Song Xia, Yu-Xin Peng.
Visual Intelligence, 1(1), 2023
Learning to Find the Optimal Correspondence Between SAR and Optical Image Patches.
Haoyuan Li, Fang Xu, Wen Yang, Huai Yu, Yuming Xiang, Haijian Zhang, Gui-Song Xia.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 16: 9816-9830, 2023
Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges.
Jian Ding, Nan Xue, Gui-Song Xia, Xiang Bai, Wen Yang, Michael Ying Yang, Serge Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 44(11): 7778-7796, 2022
Unmixing Convolutional Features for Crisp Edge Detection.
Linxi Huan, Nan Xue, Xianwei Zheng, Wei He, Jianya Gong, Gui-Song Xia.
IEEE Transactions on Pattern Analysis and Machine Intelligence, 44(10): 6602-6609, 2022
Asymmetric Siamese Networks for Semantic Change Detection in Aerial Images.
Kunping Yang, Gui-Song Xia, Zicheng Liu, Bo Du, Wen Yang, Marcello Pelillo, Liangpei Zhang.
IEEE Transactions on Geoscience and Remote Sensing, 60: 5609818, 2022
Optical-Enhanced Oil Tank Detection in High-Resolution SAR Images.
Ruixiang Zhang, Haowen Guo, Fang Xu, Wen Yang, Huai Yu, Haijian Zhang, Gui-Song Xia.
IEEE Transactions on Geoscience and Remote Sensing, 60: 5237112, 2022
Locally Nonlinear Affine Verification for Multisensor Image Matching.
Hongjie Li, Xianwei Zheng, Mingyue Dong, Gui-Song Xia, Hanjiang Xiong.
IEEE Transactions on Geoscience and Remote Sensing, 60: 5617016, 2022
FuTH-Net: Fusing Temporal Relations and Holistic Features for Aerial Video Classification.
Pu Jin, Lichao Mou, Yuansheng Hua, Gui-Song Xia, Xiao Xiang Zhu.
IEEE Transactions on Geoscience and Remote Sensing, 60: 5618913, 2022
Hidden Path Selection Network for Semantic Segmentation of Remote Sensing Images.
Kunping Yang, Xin-Yi Tong, Gui-Song Xia, Weiming Shen, Liangpei Zhang.
IEEE Transactions on Geoscience and Remote Sensing, 60: 5628115, 2022
Anomaly Detection in Aerial Videos With Transformers.
Pu Jin, Lichao Mou, Gui-Song Xia, Xiao Xiang Zhu.
IEEE Transactions on Geoscience and Remote Sensing, 60: 5628213, 2022
All Grains, One Scheme (AGOS): Learning Multigrain Instance Representation for Aerial Scene Classification.
Qi Bi, Beichen Zhou, Kun Qin, Qinghao Ye, Gui-Song Xia.
IEEE Transactions on Geoscience and Remote Sensing, 60: 5629217, 2022
Generating annual high resolution land cover products for 28 metropolises in China based on a deep super-resolution mapping network using Landsat imagery.
Da He, Qian Shi, Xiaoping Liu, Yanfei Zhong, Guisong Xia, Liangpei Zhang.
Remote Sensing, 59(1): 2036–2067, 2022
Detecting tiny objects in aerial images: A normalized Wasserstein distance and a new benchmark.
Chang Xu, Jinwang Wang, Wen Yang, Huai Yu, Lei Yu, Gui-Song Xia.
ISPRS Journal of Photogrammetry and Remote Sensing, 190: 79–93, 2022
GLF-CR: SAR-enhanced cloud removal with global–local fusion.
Fang Xu, Yilei Shi, Patrick Ebel, Lei Yu, Gui-Song Xia, Wen Yang, Xiao Xiang Zhu.
ISPRS Journal of Photogrammetry and Remote Sensing, 192: 268–278, 2022
I2D-Loc: Camera localization via image to LiDAR depth flow.
Kuangyi Chen, Huai Yu, Wen Yang, Lei Yu, Sebastian Scherer, Gui-Song Xia.
ISPRS Journal of Photogrammetry and Remote Sensing, 194: 209–221, 2022
An Elliptic Centerness for Object Instance Segmentation in Aerial Images.
Yixin Luo, Jiaming Han, Zhou Liu, Mi Wang, Gui-Song Xia.
Journal of Remote Sensing, 2022, 2022
Object detection in aerial images: A large-scale benchmark and challenges.
Jian Ding, Nan Xue, Gui-Song Xia, Xiang Bai, Wen Yang, Micheal Ying Yang, Serge Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, others.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Gliding Vertex on the Horizontal Bounding Box for Multi-Oriented Object Detection.
Yongchao Xu, Mingtao Fu, Qimeng Wang, Yukang Wang, Kai Chen, Gui-Song Xia, Xiang Bai.
IEEE Transactions on Pattern Analysis and Machine Intelligence, 43(4): 1452-1459, 2021
Local semantic enhanced convnet for aerial scene recognition.
Qi Bi, Kun Qin, Han Zhang, Gui-Song Xia.
IEEE Transactions on Image Processing, 30: 6498-6511, 2021
Siamese networks with distractor-reduction method for long-term visual object tracking.
Shiyu Xuan, Shengyang Li, Zifei Zhao, Longxuan Kou, Zhuang Zhou, Gui-Song Xia.
Pattern Recognition, 112: 107698, 2021
Video object detection with a convolutional regression tracker.
Ye Lyu, Michael Ying Yang, George Vosselman, Gui-Song Xia.
ISPRS Journal of Photogrammetry and Remote Sensing, 176: 139-150, 2021
NaSC-TG2: Natural scene classification with Tiangong-2 remotely sensed imagery.
Zhuang Zhou, Shengyang Li, Wei Wu, Weilong Guo, Xuan Li, Guisong Xia, Zifei Zhao.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14: 3228-3242, 2021
Accurate bridge detection in aerial images with an auxiliary waterbody extraction task.
Haowen Guo, Ruixiang Zhang, Yuxuan Wang, Wen Yang, Heng-Chao Li, Gui-Song Xia.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14: 9651-9666, 2021
On creating benchmark dataset for aerial image interpretation: Reviews, guidances, and million-aid.
Yang Long, Gui-Song Xia, Shengyang Li, Wen Yang, Michael Ying Yang, Xiao Xiang Zhu, Liangpei Zhang, Deren Li.
IEEE Journal of selected topics in applied earth observations and remote sensing, 14: 4205-4230, 2021
Align Deep Features for Oriented Object Detection.
Jiaming Han, Jian Ding, Jie Li, Gui-Song Xia.
IEEE Trans. on Geoscience and Remote Sensing, 2021
Single image deraining with continuous rain density estimation.
Lei Yu, Bishan Wang, Jingwei He, Gui-Song Xia, Wen Yang.
IEEE Transactions on Multimedia, 25: 443-456, 2021
A Functional Representation for Graph Matching.
Fu-Dong Wang, Nan Xue, Yipeng Zhang, Gui-Song Xia, Marcello Pelillo.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 42(11): 2737-2754, 2020
A multiple-instance densely-connected ConvNet for aerial scene classification.
Qi Bi, Kun Qin, Zhili Li, Han Zhang, Kai Xu, Gui-Song Xia.
IEEE Transactions on Image Processing, 29: 4911-4926, 2020
Mental Retrieval of Remote Sensing Images via Adversarial Sketch-Image Feature Learning.
Fang Xu, Wen Yang, Tianbi Jiang, Shijie Lin, Hao Luo, Gui-Song Xia.
IEEE Transactions on Geoscience and Remote Sensing, 58(11): 7801-7814, 2020
A geometry-attentional network for ALS point cloud classification.
Wuzhao Li, Fu-Dong Wang, Gui-Song Xia.
ISPRS Journal of Photogrammetry and Remote Sensing, 164: 26-40, 2020
X-ModalNet: A semi-supervised deep cross-modal network for classification of remote sensing data.
Danfeng Hong, Naoto Yokoya, Gui-Song Xia, Jocelyn Chanussot, Xiao Xiang Zhu.
ISPRS Journal of Photogrammetry and Remote Sensing, 167: 12-23, 2020
Parsing very high resolution urban scene images by learning deep ConvNets with edge-aware loss.
Xianwei Zheng, Linxi Huan, Gui-Song Xia, Jianya Gong.
ISPRS Journal of Photogrammetry and Remote Sensing, 170: 15-28, 2020
Ultrafast endoscopic ultrasonography with circular array.
Qingyuan Tan, Congzhi Wang, Jiamei Liu, Jiqing Huang, Yongchuan Li, Yang Xiao, Gui-Song Xia, Teng Ma, Hairong Zheng.
IEEE Transactions on Medical Imaging, 39(6): 2110-2120, 2020
Land-cover classification with high-resolution remote sensing images using transferable deep models.
Xin-Yi Tong, Gui-Song Xia, Qikai Lu, Huanfeng Shen, Shengyang Li, Shucheng You, Liangpei Zhang.
Remote Sensing of Environment, 237: 111322, 2020
An urban water extraction method combining deep learning and Google Earth engine.
Yudie Wang, Zhiwei Li, Chao Zeng, Gui-Song Xia, Huanfeng Shen.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 13: 769-782, 2020
Learning Center Probability Map for Detecting Objects in Aerial Images.
Jinwang Wang, Wen Yang, Heng-Chao Li, Haijian Zhang, Gui-Song Xia.
IEEE Trans. on Geoscience and Remote Sensing, 2020
Remote Sensing Image Scene Classification Meets Deep Learning: Challenges, Methods, Benchmarks, and Opportunities.
Gong Cheng, Xingxing Xie, Junwei Han, Lei Guo, Gui-Song Xia.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 13: 3735-3756, 2020
Learning Regional Attraction for Line Segment Detection.
Nan Xue, Song Bai, Fu-Dong Wang, Gui-Song Xia, Tianfu Wu, Liangpei Zhang, Philip H. S. Torr.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019
Exemplar-based recursive instance segmentation with application to plant image analysis.
Jin-Gang Yu, Yansheng Li, Changxin Gao, Hongxia Gao, Gui-Song Xia, Zhu Liang Yu, Yuanqing Li.
IEEE Transactions on Image Processing, 29: 389-404, 2019
Conditional generative ConvNets for exemplar-based texture synthesis.
Zi-Ming Wang, Meng-Han Li, Gui-Song Xia.
IEEE Trans. on Image Processing, 2019
Robust visible-infrared image matching by exploiting dominant edge orientations.
Hui Chen, Nan Xue, Yipeng Zhang, Qikai Lu, Gui-Song Xia.
Pattern Recognition Letters, 127: 3-10, 2019
Image caption generation with part of speech guidance.
Xinwei He, Baoguang Shi, Xiang Bai, Gui-Song Xia, Zhaoxiang Zhang, Weisheng Dong.
Pattern Recognition Letters, 119: 229-237, 2019
Object tracking in satellite videos by improved correlation filters with motion estimations.
Shiyu Xuan, Shengyang Li, Mingfei Han, Xue Wan, Gui-Song Xia.
IEEE Transactions on Geoscience and Remote Sensing, 58(2): 1074-1086, 2019
Detecting power lines in UAV images with convolutional features and structured constraints.
Heng Zhang, Wen Yang, Huai Yu, Haijian Zhang, Gui-Song Xia.
Remote Sensing, 11(11): 1342, 2019
Pipeline leakage detection for district heating systems using multisource data in mid-and high-latitude regions.
Yanfei Zhong, Yao Xu, Xinyu Wang, Tianyi Jia, Guisong Xia, Ailong Ma, Liangpei Zhang.
ISPRS journal of photogrammetry and remote sensing, 151: 207-222, 2019
GeoSay: A geometric saliency for extracting buildings in remote sensing images.
Gui-Song Xia, Jin Huang, Nan Xue, Qikai Lu, Xiaoxiang Zhu.
Computer Vision and Image Understanding, 186: 37-47, 2019
Mining deep semantic representations for scene classification of high-resolution remote sensing imagery.
Fan Hu, Gui-Song Xia, Wen Yang, Liangpei Zhang.
IEEE Transactions on Big Data, 6(3): 522-536, 2019
Mini-Unmanned Aerial Vehicle-Based Remote Sensing: Techniques, applications, and prospects.
Tian-Zhu Xiang, Gui-Song Xia, Liangpei Zhang.
IEEE Geoscience and Remote Sensing Magazine, 7(3): 29-63, 2019
Learning the synthesizability of dynamic texture samples.
Feng Yang, Gui-Song Xia, Dengxin Dai, Liangpei Zhang.
IEEE Transactions on Image Processing, 28(5): 2502-2517, 2018
Anisotropic-Scale Junction Detection and Matching for Indoor Images.
Nan Xue, Gui-Song Xia, Xiang Bai, Liangpei Zhang, Weiming Shen.
IEEE Trans. on Image Processing, 27(1): 78-91, 2018
Analysis of large-scale UAV images using a multi-scale hierarchical representation.
Huai Yu, Jinwang Wang, Yu Bai, Wen Yang, Gui-Song Xia.
Geo-spatial information science, 21(1): 33-44, 2018
A survey on vision-based UAV navigation.
Yuncheng Lu, Zhucun Xue, Gui-Song Xia, Liangpei Zhang.
Geo-spatial information science, 21(1): 21-32, 2018
Image stitching by line-guided local warping with global similarity constraint.
Tian-Zhu Xiang, Gui-Song Xia, Xiang Bai, Liangpei Zhang.
Pattern recognition, 83: 481-497, 2018
Information processing for unmanned aerial vehicles (UAVs) in surveying, mapping, and navigation.
Gui-Song Xia, Mihai Datcu, Wen Yang, Xiang Bai.
Geo-spatial information science, 21(1), 2018
Texture Characterization by Using Shape Co-occurrence Patterns.
Gui-Song Xia, Gang Liu, Xiang Bai, Liangpei Zhang.
IEEE Trans. on Image Processing, 26(10): 5005-5018, 2017
Unsupervised classification of polarimetric SAR images via Riemannian sparse coding.
Neng Zhong, Wen Yang, Anoop Cherian, Xiangli Yang, Gui-Song Xia, Mingsheng Liao.
IEEE Transactions on Geoscience and Remote Sensing, 55(9): 5381-5390, 2017
AID: A Benchmark Data Set for Performance Evaluation of Aerial Scene Classification.
Gui-Song Xia, Jingwen Hu, Fan Hu, Baoguang Shi, Xiang Bai, Yanfei Zhong, Liangpei Zhang, Xiaoqiang Lu.
IEEE Transactions on Geoscience and Remote Sensing, 55(7): 3965-3981, 2017
Visual object tracking by correlation filters and online learning.
Xin Zhang, Gui-Song Xia, Qikai Lu, Weiming Shen, Liangpei Zhang.
ISPRS Journal of Photogrammetry and Remote Sensing, doi-10, 2017
Active learning for training sample selection in remote sensing image classification using spatial information.
Qikai Lu, Yong Ma, Gui-Song Xia.
Remote sensing letters, 8(12): 1210-1219, 2017
Multi-feature combined cloud and cloud shadow detection in GaoFen-1 wide field of view imagery.
Zhiwei Li, Huanfeng Shen, Huifang Li, Guisong Xia, Paolo Gamba, Liangpei Zhang.
Remote sensing of environment, 191: 342-358, 2017
Retrieving aerial scene images with learned deep image-sketch features.
Tian-Bi Jiang, Gui-Song Xia, Qi-Kai Lu, Wei-Ming Shen.
Journal of Computer Science and Technology, 32: 726-737, 2017
Exploiting deep features for remote sensing image retrieval: A systematic investigation.
Gui-Song Xia, Xin-Yi Tong, Fan Hu, Yanfei Zhong, Mihai Datcu, Liangpei Zhang.
IEEE Transactions on Big Data, 2017
Deep Learning in Remote Sensing: A Comprehensive Review and List of Resources.
Xiao Xiang Zhu, Devis Tuia, Lichao Mou, Gui-Song Xia, Liangpei Zhang, Feng Xu, Friedrich Fraundorfer.
IEEE Geoscience and Remote Sensing Magazine, 5(4): 8-36, 2017
Globally consistent correspondence of multiple feature sets using proximal Gauss–Seidel relaxation.
Jin-Gang Yu, Gui-Song Xia, Ashok Samal, Jinwen Tian.
Pattern Recognition, 51: 255-267, 2016
Meaningful Object Segmentation From SAR Images via a Multiscale Nonlocal Active Contour Model.
Gui-Song Xia, Gang Liu, Wen Yang, Liangpei Zhang.
IEEE Transactions on Geoscience and Remote Sensing, 54(3): 1860-1873, 2016
Region-based change detection for polarimetric SAR images using Wishart mixture models.
Wen Yang, Xiangli Yang, Tianheng Yan, Hui Song, Gui-Song Xia.
IEEE Transactions on Geoscience and Remote Sensing, 54(11): 6746-6756, 2016
Dirichlet-Derived Multiple Topic Scene Classification Model for High Spatial Resolution Remote Sensing Imagery.
Bei Zhao, Yanfei Zhong, Gui-Song Xia, Liangpei Zhang.
IEEE Transactions on Geoscience and Remote Sensing, 54(4): 2108-2123, 2016
A color-texture-structure descriptor for high-resolution satellite image classification.
Huai Yu, Wen Yang, Gui-Song Xia, Gang Liu.
Remote Sensing, 8(3): 259, 2016
Fast binary coding for the scene classification of high-resolution remote sensing imagery.
Fan Hu, Gui-Song Xia, Jingwen Hu, Yanfei Zhong, Kan Xu.
Remote Sensing, 8(7): 555, 2016
Multi-object tracking with inter-feedback between detection and tracking.
Shu Tian, Fei Yuan, Gui-Song Xia.
Neurocomputing, 171: 768-780, 2016
Dynamic texture recognition by aggregating spatial and temporal features via ensemble SVMs.
Feng Yang, Gui-Song Xia, Gang Liu, Liangpei Zhang, Xin Huang.
Neurocomputing, 173: 1310-1321, 2016
Iterative Time-Frequency Filtering of Sinusoidal Signals With Updated Frequency Estimation.
Haijian Zhang, Lei Yu, Gui-Song Xia.
IEEE Signal Processing Letter, 23(1): 139-143, 2016
A Computational Model for Object-Based Visual Saliency: Spreading Attention along Gestalt Cues.
Jin-Gang Yu, Gui-Song Xia, Changxin Gao, Ashok Samal.
IEEE Transactions on Multimedia, 18(2): 273-286, 2016
Bag-of-visual-words scene classifier with local and global features for high spatial resolution remote sensing imagery.
Qiqi Zhu, Yanfei Zhong, Bei Zhao, Gui-Song Xia, Liangpei Zhang.
IEEE Geoscience and Remote Sensing Letters, 13(6): 747-751, 2016
Learning high-level features for satellite image classification with limited labeled samples.
Wen Yang, Xiaoshuang Yin, Gui-Song Xia.
IEEE Transactions on Geoscience and Remote Sensing, 53(8): 4472-4482, 2015
Automatic ship detection in SAR images using multi-scale heterogeneities and an a contrario decision.
Xiaojing Huang, Wen Yang, Haijian Zhang, Gui-Song Xia.
Remote Sensing, 7(6): 7695-7711, 2015
A comparative study of sampling analysis in the scene classification of optical high-spatial resolution remote sensing imagery.
Jingwen Hu, Gui-Song Xia, Fan Hu, Liangpei Zhang.
Remote Sensing, 7(11): 14988-15013, 2015
Accurate annotation of remote sensing images via active spectral clustering with little expert knowledge.
Gui-Song Xia, Zifeng Wang, Caiming Xiong, Liangpei Zhang.
Remote Sensing, 7(11): 15014-15045, 2015
Transferring Deep Convolutional Neural Networks for the Scene Classification of High-Resolution Remote Sensing Imagery.
Fan Hu, Gui-Song Xia, Jingwen Hu, Liangpei Zhang.
Remote Sensing, 7(11): 14680–14707, 2015
Unsupervised feature learning via spectral clustering of multidimensional patches for remotely sensed scene classification.
Fan Hu, Gui-Song Xia, Zifeng Wang, Xin Huang, Liangpei Zhang, Hong Sun.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 8(5), 2015
Small object detection in forward-looking infrared images with sea clutter using context-driven Bayesian saliency model.
Jin-Gang Yu, Gui-Song Xia, Jianjin Deng, Jinwen Tian.
Infrared Physics \\& Technology, 73: 175-183, 2015
Accurate junction detection and characterization in natural images.
Gui-Song Xia, Julie Delon, Yann Gousseau.
International Journal of Computer Vision (IJCV), 106(1): 31-56, 2014
Synthesizing and mixing stationary gaussian texture models.
Gui-Song Xia, Sira Ferradans, Gabriel Peyr'e, Jean-François Aujol.
Siam journal on imaging sciences, 7(1): 476-508, 2014
Extreme value theory-based calibration for the fusion of multiple features in high-resolution satellite scene classification.
Wen Shao, Wen Yang, Gui-Song Xia.
International Journal of Remote Sensing, 34(23): 8588-8602, 2013
SAR-based Terrain Classification using Weakly Supervised Hierarchical Markov Aspect Models.
Wen Yang, Dengxin Dai, Bill Triggs, Gui-Song Xia.
IEEE Transactions on Image Processing, 21(9): 4232-4243, 2012
Mid-level features and spatio-temporal context for activity recognition.
Fei Yuan, Gui-Song Xia, Hichem Sahbi, Veronique Prinet.
Pattern Recognition, 45(12): 4182-4191, 2012
Shape-based invariant texture indexing.
Gui-Song Xia, Julie Delon, Yann Gousseau.
International Journal of Computer Vision (IJCV), 88(3): 382-403, 2010
Structural high-resolution satellite image indexing.
Gui-Song Xia, Wen Yang, Julie Delon, Yann Gousseau, Hong Sun, Henri Maître.
ISPRS TC VII Symposium - 100 Years, Vienna, Austria, 298-303, 2010

Conference Proceedings

3D Building Reconstruction from Monocular Remote Sensing Images with Multi-level Supervisions.
Weijia Li, Haote Yang, Zhenghao Hu, Juepeng Zheng, Gui-Song Xia, Conghui He.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
Anchor-based Robust Finetuning of Vision-Language Models.
Jinwei Han, Zhiwen Lin, Zhongyisun Sun, Yingguo Gao, Ke Yan, Shouhong Ding, Yuan Gao, Gui-Song Xia.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
FreePoint: Unsupervised Point Cloud Instance Segmentation.
Zhikai Zhang, Jian Ding, Li Jiang, Dengxin Dai, Gui-Song Xia.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
NEAT: Distilling 3D Wireframes from Neural Attraction Fields.
Nan Xue, Bin Tan, Yuxi Xiao, Liang Dong, Gui-Song Xia, Tianfu Wu, Yujun Shen.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
Unleashing Unlabeled Data: A Paradigm for Cross-View Geo-Localization.
Guopeng Li, Ming Qian, Gui-Song Xia.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference Cost.
Yuan Gao, Weizhong zhang, Wenhan Luo, Lin Ma, Jin-Gang Yu, Gui-Song Xia, Jiayi Ma.
The Twelfth International Conference on Learning Representations, 2024
Patched Line Segment Learning for Vector Road Mapping.
Jiakun Xu, Bowen Xu, Gui-Song Xia, Liang Dong, Nan Xue.
Proceedings of the AAAI Conference on Artificial Intelligence, 38(6): 6288–6296, 2024
QuadricsNet: Learning Concise Representation for Geometric Primitives in Point Clouds.
Ji Wu, Huai Yu, Wen Yang, Gui-Song Xia.
IEEE International Conference on Robotics and Automation (ICRA), 2024
Level-S2fM: Structure From Motion on Neural Level Set of Implicit Surfaces.
Yuxi Xiao, Nan Xue, Tianfu Wu, Gui-Song Xia.
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 17205-17214, 2023
OmniCity: Omnipotent City Understanding With Multi-Level and Multi-View Images.
Weijia Li, Yawen Lai, Linning Xu, Yuanbo Xiangli, Jinhua Yu, Conghui He, Gui-Song Xia, Dahua Lin.
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 17397-17407, 2023
Dynamic Coarse-To-Fine Learning for Oriented Tiny Object Detection.
Chang Xu, Jian Ding, Jinwang Wang, Wen Yang, Huai Yu, Lei Yu, Gui-Song Xia.
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 7318-7328, 2023
HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic Segmentation.
Jian Ding, Nan Xue, Gui-Song Xia, Bernt Schiele, Dengxin Dai.
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 15413-15423, 2023
Generalizing Event-Based Motion Deblurring in Real-World Scenarios.
Xiang Zhang, Lei Yu, Wen Yang, Jianzhuang Liu, Gui-Song Xia.
IEEE/CVF International Conference on Computer Vision (ICCV), 10734-10744, 2023
Sat2Density: Faithful Density Learning from Satellite-Ground Image Pairs.
Ming Qian, Jincheng Xiong, Gui-Song Xia, Nan Xue.
IEEE/CVF International Conference on Computer Vision (ICCV), 3683-3692, 2023
ConDaFormer: Disassembled Transformer with Local Structure Enhancement for 3D Point Cloud Understanding.
Lunhao Duan, Shanshan Zhao, Nan Xue, Mingming Gong, Gui-Song Xia, Dacheng Tao.
Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS), 2023
Few-Shot Object Detection via Variational Feature Aggregation.
Jiaming Han, Yuqiang Ren, Jian Ding, Ke Yan, Gui-Song Xia.
Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI), 2023
Density-aware Object Detection in Aerial Images.
Chang Xu, Wen Yang, Huai Yu, Mihai Datcu, Gui-Song Xia.
Proceedings of the 15th International Conference on Digital Image Processing, 2023
Depth and DOF Cues Make A Better Defocus Blur Detector.
Yuxin Jin, Ming Qian, Jincheng Xiong, Nan Xue, Gui-Song Xia.
2023 IEEE International Conference on Multimedia and Expo (ICME), 882-887, 2023
Decoupling Zero-Shot Semantic Segmentation.
Jian Ding, Nan Xue, Gui-Song Xia, Dengxin Dai.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
Expanding Low-Density Latent Regions for Open-Set Object Detection.
Jiaming Han, Yuqiang Ren, Jian Ding, Xingjia Pan, Ke Yan, Gui-Song Xia.
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 9591-9600, 2022
Revisiting Document Image Dewarping by Grid Regularization.
Xiangwei Jiang, Rujiao Long, Nan Xue, Zhibo Yang, Cong Yao, Gui-Song Xia.
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 4543-4552, 2022
HoW-3D: Holistic 3D Wireframe Perception from a Single Image.
Wenchao Ma, Bin Tan, Nan Xue, Tianfu Wu, Xianwei Zheng, Gui-Song Xia.
2022 International Conference on 3D Vision (3DV), 2022
RFLA: Gaussian Receptive Field Based Label Assignment for Tiny Object Detection.
Chang Xu, Jinwang Wang, Wen Yang, Huai Yu, Lei Yu, Gui-Song Xia.
European Conference on Computer Vision (ECCV), 526–543, 2022
ReDet: A Rotation-equivariant Detector for Aerial Object Detection.
Jiaming Han, Jian Ding, Nan Xue, Gui-Song Xia.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
Decoupling Zero-Shot Semantic Segmentation.
Jian Ding, Nan Xue, Gui-Song Xia, Dengxin Dai.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
Deep Graph Matching under Quadratic Constraint.
Quankai Gao, Fudong Wang, Nan Xue, Jin-Gang Yu, Gui-Song Xia.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
Learning Local-Global Contextual Adaptation for Fully End-to-End Bottom-Up Human Pose Estimation.
Nan Xue, Tianfu Wu, Zhen Zhang, Gui-Song Xia.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021
Event-based synthetic aperture imaging with a hybrid network.
Xiang Zhang, Wei Liao, Lei Yu, Wen Yang, Gui-Song Xia.
IEEE/CVF Conference on Computer Vision and Pattern Recognition, 14235-14244, 2021
3D Building Reconstruction from Monocular Remote Sensing Images.
Weijia Li, Lingxuan Meng, Jinwang Wang, Conghui He, Gui-Song Xia, Dahua Lin.
IEEE International Conference on Computer Vision (ICCV), 12548-12557, 2021
Parsing Table Structures in the Wild.
Rujiao Long, Wen Wang, Nan Xue, Feiyu Gao, Zhibo Yang, Yongpan Wang, Gui-Song Xia.
IEEE International Conference on Computer Vision (ICCV), 2021
Motion Deblurring with Real Events.
Fang Xu, Lei Yu, Bishan Wang, Wen Yang, Gui-Song Xia, Xu Jia, Zhendong Qiao, Jianzhuang Liu.
IEEE International Conference on Computer Vision (ICCV), 2021
PlaneTR: Structure-Guided Transformers for 3D Plane Recovery.
Bin Tan, Nan Xue, Song Bai, Tianfu Wu, Gui-Song Xia.
IEEE International Conference on Computer Vision (ICCV), 2021
Partial Wasserstein Adversarial Network for Non-rigid Point Set Registration.
Ziming Wang, Nan Xue, Ling Lei, Gui-Song Xia.
International Conference on Learning Representations (ICLR), 2021
Tiny Object Detection in Aerial Images.
Jinwang Wang, Wen Yang, Haowen Guo, Ruixiang Zhang, Gui-Song Xia.
International Conference on Pattern Recognition (ICPR), 3791-3798, 2021
FGN: Fully Guided Network for Few-Shot Instance Segmentation.
Zhibo Fan, Jin-Gang Yu, Zhihao Liang, Jiarong Ou, Changxin Gao, Gui-Song Xia, Yuanqing Li.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
Holistically-attracted wireframe parsing.
Nan Xue, Tianfu Wu, Song Bai, Fu-Dong Wang, Gui-Song Xia, Liangpei Zhang, Philip HS Torr.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
Zero-Assignment Constraint for Graph Matching with Outliers.
Fudong Wang, Nan Xue, Jin-Gang Yu, Gui-Song Xia.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
Implicit Euler ODE Networks for Single-Image Dehazing.
Jiawei Shen, Zhuoyan Li, Lei Yu, Gui-Song Xia, Wen Yang.
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 218-219, 2020
Event Enhanced High-Quality Image Recovery.
Bishan Wang, Jingwei He, Lei Yu, Gui-Song Xia, Wen Yang.
European Conference on Computer Vision (ECCV), 2020
Learning to calibrate straight lines for fisheye image rectification.
Zhucun Xue, Nan Xue, Gui-Song Xia, Weiming Shen.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019
Learning Attraction Field Representation for Robust Line Segment Detection.
Nan Xue, Song Bai, Fudong Wang, Gui-Song Xia, Tianfu Wu, Liangpei Zhang.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019
Learning RoI Transformer for Oriented Object Detection in Aerial Images.
Jian Ding, Nan Xue, Yang Long, Gui-Song Xia, Qikai Lu.
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019
isaid: A large-scale dataset for instance segmentation in aerial images.
Syed Waqas Zamir, Aditya Arora, Akshita Gupta, Salman Khan, Guolei Sun, Fahad Shahbaz Khan, Fan Zhu, Ling Shao, Gui-Song Xia, Xiang Bai.
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 28-37, 2019
Multi-scale weighted branch network for remote sensing image classification.
Kunping Yang, Zicheng Liu, Qikai Lu, Gui-Song Xia.
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2019
LIP: Learning Instance Propagation for Video Object Segmentation.
Ye Lyu, George Vosselman, Gui-Song Xia, Michael Ying Yang.
2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW), 2739-2748, 2019
Mental retrieval of large-scale satellite images via learned sketch-image deep features.
Fang Xu, Ruixiang Zhang, Wen Yang, Gui-Song Xia.
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 3356-3359, 2019
Rotation-Sensitive Regression for Oriented Scene Text Detection.
Minghui Liao, Zhen Zhu, Baoguang Shi, Gui-song Xia, Xiang Bai.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 5909-5918, 2018
DOTA: A large-scale dataset for object detection in aerial images.
Gui-Song Xia, Xiang Bai, Jian Ding, Zhen Zhu, Serge Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 3974-3983, 2018
Adaptively Transforming Graph Matching.
Fudong Wang, Nan Xue, Yipeng Zhang, Xiang Bai, Gui-Song Xia.
European Conference on Computer Vision (ECCV), 2018
AID++: An Updated Version of AID on Scene Classification.
Pu Jin, Gui-Song Xia, Fan Hu, Qikai Lu, Liangpei Zhang.
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 4721-4724, 2018
Large-scale land cover classification in Gaofen-2 satellite imagery.
Xin-Yi Tong, Qikai Lu, Gui-Song Xia, Liangpei Zhang.
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 3599-3602, 2018
Recent advances and opportunities in scene classification of aerial images with deep models.
Fan Hu, Gui-Song Xia, Wen Yang, Liangpei Zhang.
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 4371-4374, 2018
Accurate building detection in VHR remote sensing images using geometric saliency.
Jin Huang, Gui-Song Xia, Fan Hu, Liangpei Zhang.
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 3991-3994, 2018
Sketch-based aerial image retrieval.
Tianbi Jiang, Gui-Song Xia, Qikai Lu.
IEEE International Conference on Image Processing (ICIP), 3690-3694, 2017
A generic framework for the structured abstraction of images.
Noura Faraj, Gui-Song Xia, Julie Delon, Yann Gousseau.
Proceedings of the Symposium on Non-Photorealistic Animation and Rendering (NPAR), 9, 2017
Mining the spatial distribution of visual words for scene classification.
Jingwen Hu, Menghan Li, Gui-Song Xia, Liangpei Zhang.
2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2415-2418, 2016
Delving into deep representations for remote sensing image retrieval.
Fan Hu, Xinyi Tong, Gui-Song Xia, Liangpei Zhang.
International Conference on Signal Processing (ICSP), 198-203, 2016
A supervised classification approach for PolSAR images based on covariance matrix sparse coding.
Neng Zhong, Tianheng Yan, Wen Yang, Gui-Song Xia.
2016 IEEE 13th International Conference on Signal Processing (ICSP), 213-216, 2016
Deep sparse representations for land-use scene classification in remote sensing images.
Fan Hu, Gui-Song Xia, Liangpei Zhang.
2016 IEEE 13th International Conference on Signal Processing (ICSP), 192-197, 2016
Stationary dynamic texture synthesis using convolutional neural networks.
Feng Yang, Gui-Song Xia, Liangpei Zhang, Xin Huang.
2016 IEEE 13th International Conference on Signal Processing (ICSP), 1135-1139, 2016
Accurate object tracking by combining correlation filters and keypoints.
Xin Zhang, Zifeng Wang, Guisong Xia, Liangpei Zhang.
International Joint Conference on Neural Networks (IJCNN), 2522-2525, 2016
Locally warping-based image stitching by imposing line constraints.
Tianzhu Xiang, Gui-Song Xia, Liangpei Zhang, Ningning Huang.
2016 23rd International Conference on Pattern Recognition (ICPR), 4178-4183, 2016
Texture synthesis through convolutional neural networks and spectrum constraints.
Gang Liu, Yann Gousseau, Gui-Song Xia.
International Conference on Pattern Recognition (ICPR), 3234-3239, 2016
Fast binary coding for satellite image scene classification.
Fan Hu, Zifeng Wang, Gui-Song Xia, Bin Luo, Liangpei Zhang.
IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 517-520, 2015
A novel polarimetric-texture-structure descriptor for high-resolution PolSAR image classification.
Yu Bai, Wen Yang, Gui-Song Xia, Mingsheng Liao.
2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 1136-1139, 2015
Dissimilarity measurements for processing and analyzing PolSAR data: A survey.
Wen Yang, Hui Song, Gui-Song Xia, Carlos L'opez-Mart'ınez.
2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 1562-1565, 2015
Finding edges of buildings via a junction process in high-resolution remotely sensed images.
Bowen Xu, Nan Xue, Gui-Song Xia, Liangpei Zhang.
2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 477-480, 2015
A benchmark for scene classification of high spatial resolution remote sensing imagery.
Jingwen Hu, Tianbi Jiang, Xinyi Tong, Gui-Song Xia, Liangpei Zhang.
2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 5003-5006, 2015
The bag-of-visual-words scene classifier combining local and global features for high spatial resolution imagery.
Qiqi Zhu, Yanfei Zhong, Bei Zhao, Guisong Xia, Liangpei Zhang.
2015 12th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD), 717-721, 2015
SAR image segmentation via non-local active contours.
Gang Liu, Gui-Song Xia, Wen Yang, Nan Xue.
Geoscience and Remote Sensing Symposium, 3730-3733, 2014
Texture analysis with shape co-occurrence patterns.
Gang Liu, Gui-Song Xia, Wen Yang, Liangpei Zhang.
International Conference on Pattern Recognition, 1627-1632, 2014
Semi-supervised feature learning for remote sensing image classification.
Xiaoshuang Yin, Wen Yang, Gui-Song Xia, Lixia Dong.
2014 IEEE Geoscience and Remote Sensing Symposium, 1261-1264, 2014
Anisotropic diffusion on complex tensor fields for polsar image filtering.
Nan Xue, Gui-Song Xia, Liangpei Zhang.
2014 IEEE Geoscience and Remote Sensing Symposium, 3702-3705, 2014
Unsupervised feature coding on local patch manifold for satellite image scene classification.
Fan Hu, Gui-Song Xia, Zifeng Wang, Liangpei Zhang, Hong Sun.
2014 IEEE Geoscience and Remote Sensing Symposium, 1273-1276, 2014
Spectral active clustering of remote sensing images.
Zifeng Wang, Gui-Song Xia, Caiming Xiong, Liangpei Zhang.
2014 IEEE Geoscience and Remote Sensing Symposium, 1737-1740, 2014
Change detection in multi-temporal TerraSAR-X SAR images using a hierarchical Markov model on regions.
Jie Liu, Wen Yang, Gui-Song Xia, Mingsheng Liao.
2013 IEEE International Geoscience and Remote Sensing Symposium-IGARSS, 129-132, 2013
A perception-inspired building index for automatic built-up area detection in high-resolution satellite images.
Gang Liu, Gui-Song Xia, Xin Huang, Wen Yang, Liangpei Zhang.
2013 IEEE International Geoscience and Remote Sensing Symposium-IGARSS, 3132-3135, 2013
A hierarchical scheme of multiple feature fusion for high-resolution satellite scene categorization.
Wen Shao, Wen Yang, Gui-Song Xia, Gang Liu.
Computer Vision Systems: 9th International Conference, ICVS 2013, St. Petersburg, Russia, July 16-18, 2013. Proceedings 9, 324-333, 2013
Static and dynamic texture mixing using optimal transport.
Sira Ferradans, Gui-Song Xia, Gabriel Peyr'e, Jean-François Aujol.
Scale Space and Variational Methods in Computer Vision: 4th International Conference (SSVM), 137-148, 2013
Nonnegative discriminative manifold learning for hyperspectral data dimension reduction.
Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Gui-Song Xia.
2013 5th Workshop on hyperspectral image and signal processing: evolution in remote sensing (WHISPERS), 2013
Compact representations of stationary dynamic textures.
Gui-Song Xia, Sira Ferradans, Gabriel Peyr'e, Jean-François Aujol.
IEEE International Conference on Image Processing, 2993-2996, 2012
Cascade filtering of high-resolution SAR images with L0 smoothing.
Gang Liu, Wen Yang, Gui-Song Xia, Wen Shao.
2012 IEEE 11th International Conference on Signal Processing, 3: 2032-2035, 2012
An accurate and contrast invariant junction detector.
Gui-Song Xia, Julie Delon, Yann Gousseau.
Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012), 2780-2783, 2012
Texture segmentation by grouping ellipse ensembles via active contours.
Gui-Song Xia, Fei Yuan.
British Machine Vision Conference (BMVC), 1-11, 2011
Spatio-temporal interest points chain (STIPC) for activity recognition.
Fei Yuan, Gui-Song Xia, Hichem Sahbi, Veronique Prinet.
The First Asian Conference on Pattern Recognition, 22-26, 2011
Fast semantic scene segmentation with conditional random field.
Wen Yang, Dengxin Dai, Bill Triggs, Guisong Xia, Chu He.
2010 IEEE International Conference on Image Processing, 229-232, 2010
Topographic gray level multiscale analysis and its application to histogram modification.
Chu He, Xin-Ping Deng, Gui-Song Xia, Wen Yang, Hong Sun.
2010 IEEE International Conference on Image Processing, 369-372, 2010
Locally invariant texture analysis from the topographic map.
Gui-Song Xia, Julie Delon, Yann Gousseau.
International Conference on Pattern Recognition, 1-4, 2008
Compositional boosting for computing hierarchical image structures.
Tian-Fu Wu, Gui-Song Xia, Song-Chun Zhu.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 1-8, 2007

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湖北省武汉市洪山区珞喻路129号,武汉大学信息学部