夏桂松

夏桂松，男，武汉大学教授，博士生导师，国家杰出青年科学基金获得者，国家多媒体软件工程技术研究中心副主任。2005年和2007年先后在武汉大学获得学士和硕士学位，2011年3月获得法国巴黎高科电信学院 (Telecom ParisTech) 博士学位。 2011年4月至2012年12月先后在法国巴黎高科电信学院LTCI实验室、法国国家科学研究中心 (CNRS) -决策数学研究所 (CEREMADE) 从事博士后研究工作。长期从事图像分析和理解以及模式识别等领域的研究工作，在包括 International Journal of Computer Vision (IJCV), IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), IEEE Trans. on Image Processing (TIP) , SIAM Journal on Imaging Science (SIIMS), Pattern Recognition (PR), IEEE Trans. on Geoscience and Remote Sensing (TGRS) 等国际权威期刊和CVPR、ECCV、BMVC、ICIP、ICPR等相关国际会议上发表学术论文110余篇。现担任国际期刊 ISPRS Journal of Photogrammetry and Remote Sensing, Pattern Recognition, EURASIP Journal on Image and Video Processing 和 Signal Processing: Image Communications 、Journal of Remote Sensing、Frontier in Computer Science: Computer Vision 等期刊编委 (Associate Editor)，以及 IEEE Trans. on Big Data , Pattern Recognition Letter, Geo-Spatial Information Science等国际期刊客座编委 (Guest Editor)。

欢迎具有较好计算机/信息/数学背景的本科/硕士生攻读CAPTAIN硕/博士研究生，攻读博士研究生建议提前1年与本人邮件联系。
招生专业包括：计算机科学与技术，人工智能，摄影测量与遥感，信号与信息处理。
招生简介请参见硕/博士招聘启示。

News

CAPTAIN研究组诚招博士后，请参见博士后招聘启示，欢迎有意者随时报名，常年有效、招满为止.
2022-03-27 Our work on Unsupervised Pretraining for Object Detection has been accepted by IEEE TPAMI.
2022-03-21 Our work on Building Extraction from Aerial Images has been accepted by IEEE TPAMI.
2022-03-05 4 papers on Semantic Segmentation, Object Detection and Pose Estimation are accepted by CVPR 2022.
2022-01-22 Our work on Non-rigid Point Set Registration is accepted by ICLR 2022.
2021-11-26 I will serve as Associate Editor for ISPRS Journal of Photogrammetry and Remote Sensing since Jan. 2022.
2021-09-30 The work on DOTA is accepted by IEEE TPAMI.
2021-07-19 4 papers are accepted by ICCV 2021.
2021-05-09 Our CATS for crisp edge detection has been accepted by IEEE TPAMI.
2021-04-22 We are organizing the ICCV 2021 Workshop on Learning to Understand Aerial Images.
2021-03-19 3 papers on Aerial Object Detection, Graph Matching and Event-based Imaging are accepted by CVPR 2021.
2021-02-21 Our work on Oriented Object Detection（S2A-Net）is accepted by IEEE TGRS.
2021-01-16 Our work on Texture modeling（cgCNN）is published by IEEE TIP.
2020-03-09 3 studies on Wireframe Parsing, Graph Matching and Few-shot segmentation are accepted by CVPR 2020.
2020-02-20 Our work on Aerial Scene Classification is accepted by IEEE TIP.
2020-02-09 Our work on Multi-oriented Object Detection is accepted by IEEE TPAMI.
2019-11-19 Our work on Line Segment Detection is accepted by IEEE TPAMI.
2019-10-22 Our work on Ultrafast Endoscopic Ultrasonography is accepted by IEEE Trans. on Medical Imaging.
2019-05-19 Our work on Graph Matching is accepted by IEEE TPAMI.
2019-05-19 Our work on Mini-UAV-based Remote Sensing is accepted by IEEE GRSM.
2019-04-20 I start to serve as Associate Editor of Pattern Recognition.
2019-02-25 3 papers are accepted by CVPR 2019：the AFM for line segment detection (with Mr. Nan Xue), the RoI Transformer for object detection in aerial images (with Mr. Jian Ding), and another work for fisheye image calibration (with Miss. Zhucun Xue).

教育经历

2007.10-2011.03，法国巴黎高科电信学院 (Telecom ParisTech)，图像理解，工学博士.
2005.10-2007.06，武汉大学电子信息学院，信号与信息处理，工学硕士.
2001.09-2005.06，武汉大学电子信息学院，电子信息工程，工学学士.

工作经历

2019.10 至今，武汉大学, 计算机学院、人工智能研究院，教授.
2018.11-2018.12，法国巴黎高等师范学校(ENS)数学和应用系 (DMA)，访问学者.
2015.11-至今，武汉大学，测绘遥感信息工程国家重点实验室，教授.
2012.12-2015.11，武汉大学，测绘遥感信息工程国家重点实验室，副教授.
2011.07-2012.12，法国国家科学研究中心 (CNRS) 决策数学研究所 (CEREMADE) ，博士后.
2011.03-2011.06，法国巴黎高科电信学院 (Telecom ParisTech) LTCI实验室，博士后.
2007.10-2011.03，法国巴黎高科电信学院 (Telecom ParisTech)，研究助理&博士生.

学术兼职

ISPRS Journal of Photogrammetry and Remote Sensing, Associate Editor
Signal Processing: Image Communications , Aera Editor
EURASIP Journal on Image and Video Processing, Associate Editor
Journal of Remote Sensing, Associate Editor
Frontier in Computer Science: Computer Vision, Associate Editor
中国图象图形学报, Young Associate Editor
IEEE Signal Processing Society (SPS) - Wuhan Chapter, Associate Chair
IEEE高级会员 (Senior Member)
中国计算机学会（CCF）高级会员
中国自动化学会模式识别和机器智能专业委员会常务委员
中国图象图形学会遥感图像专业委员会副秘书长
中国图象图形学会机器视觉专业委员会委员
中国计算机学会计算机视觉专业委员会委员
中国人工智能学会模式识别专业委员会委员

奖励荣誉

国家杰出青年科学基金获得者，2023
GRSS High Impact Paper Award, IEEE GRSS, 2022
测绘科技进步一等奖，2021
Best Paper Candidate, IEEE CVPR, 2021
Outstanding Contribution Award, Remote Sensing, 2020
国家自然科学基金优秀青年基金获得者，2019
湖北省自然科学奖二等奖，2018
“第二届中国科协优秀科技论文”奖，2017
湖北省自然科学基金杰青获得者，2017
武汉市科技局“晨光计划”，2014
湖北省楚天学者（楚天学子），2013
武汉大学“研究生十大学术之星”奖，2007

研究兴趣

视觉信息的数学模型.
图匹配问题及其应用
计算机视觉与机器学习.
大规模视觉场景三维重建.
无人智能系统信息处理、融合与场景认知.
遥感图像解译与信息挖掘.

代表学术成果

Learning to Extract Building Footprints from Off-Nadir Aerial Images, [PDF]. with J. Wang et. al..
IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), in press.
Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges, [arXiv, Dataset, Code, Model]. with J. Ding et. al.
IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), in press.
Unsupervised Pretraining for Object Detection by Patch Reidentification, [arXiv]. with J. Ding et. al.
IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), in press.
Unmixing Convolutional Features for Crisp Edge Detection, [arXiv, Codes]. with L. Huan et. al.
IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), in press.
Learning Regional Attraction for Line Segment Detection, [PDF, Page]. with N. Xue et. al.
IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), Vol. 43, No.6, pp.1998-2013, 2021.
Gliding vertex on HBB for multi-oriented object detection, [arXiv, codes]. with Y. Xu et. al.
IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), Vol.43, No.4, pp.1452-1459, 2021.
A Functional Representation for Graph Matching [Project Page]. with F.-D. Wang et. al.
IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), Vol.42, No.11, pp.2737-2754, 2020.
Land-Cover Classification with HR-RS Images using Transferable Deep Models [arXiv, Page]. with X.-Y. Tong et. al.
Remote Sensing of Environment (RSE), 2020.
Holistically-Attracted Wireframe Parsing [arXiv]. with N. Xue et. al.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
Learning RoI Transformer for Detecting Oriented Objects in Aerial Images [PDF], with J. Ding et. al.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR),2019.
DOTA: A Large-scale dataset for object detection in aerial images [PDF, Project Page, gitHub]. with X. Bai et. al.
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018.
Anisotropic-scale junction detection and matching for indoor images . [PDF], with N. Xue et. al.
IEEE Trans. on Image Processing (TIP), Vol.27, No.1, pp.78-91, 2018.
Texture characterization using shape co-occurrence patterns. [PDF], with G. Liu et. al.
IEEE Trans. on Image Processing (TIP), Vol.26, No. 10, pp.5005 - 5018, 2017.
AID: A benchmark dataset for performance evaluation of aerial scene classification . [PDF, project-page], with J. Hu et. al.
IEEE Trans. on Geoscience and Remote Sensing (TGRS), Vol. 55, No.7, pp.3965 - 3981, 2017.