杨文

杨文，男，1976年生，武汉大学电子信息学院教授，博士生导师, IEEE高级会员。分别于1998年，2001年和2004年先后在武汉大学获得工学学士，工学硕士和工学博士学位。 2008~2009年任法国应用数学与计算机科学实验室访问学者，2010~2013年任测绘遥感信息工程国家重点实验室博士后研究员。长期从事图像处理与分析、遥感图像解译等领域的研究工作，近年来主持和参与国家自然科学基金、国家重点基础研究发展计划、国家863计划等科研项目二十余项，在ISPRS JP&RS、IEEE TIP、IEEE TGRS、IEEE J-STARS等国际期刊和CVPR、ECCV、IROS、 IGARSS、EuSAR等国际会议上发表学术论文100余篇。曾获得湖北省科学技术奖励自然科学奖二等奖(2018)和三等奖(2012)。目前担任IEEE Journal on Miniaturization for Air and Space Systems (IEEE J-MASS)和Frontiers in Remote Sensing期刊副主编。主要研究方向为图像处理与计算机视觉、机器学习及其在遥感影像理解中的应用。详细个人简历

教育经历

2001.09-2004.12，武汉大学电子信息学院，通信与信息系统，工学博士.
1998.09-2001.06，武汉大学测绘遥感信息工程国家重点实验室计算机应用专业，工学硕士.
1994.09-1998.06，武汉大学电子信息学院，电子仪器及测量技术，工学学士.

工作经历

2013.11 至今，武汉大学电子信息学院，教授/博士生导师.
2010.11-2013.11，武汉大学测绘遥感信息工程国家重点实验室，博士后研究员.
2008.09-2009.09，法国应用数学与计算机科学实验室（Laboratoire Jean Kuntzmann), 访问学者/博士后.
2006.11-2013.10，武汉大学电子信息学院，副教授/硕士生导师.

学术兼职

IEEE资深会员 (Senior Member)
中国自动化学会模式识别和机器智能专业委员会委员
中国电子学会高级会员

奖励荣誉

湖北省科学技术奖励自然科学奖二等奖，2018
湖北省科学技术奖励自然科学奖三等奖，2012
湖北省优秀硕士学位论文指导教师
湖北省优秀学士学位论文指导教师

研究兴趣

图像处理与机器视觉.
机器学习及其在图像大数据中的应用.
无人机系统智能信息处理及应用.

代表学术成果

Hao Li, Huai Yu, Jinwang Wang, Wen Yang*, Lei Yu*, Sebastian Scherer. ULSD: Unified line segment detection across pinhole, fisheye, and spherical cameras,
ISPRS Journal of Photogrammetry and Remote Sensing, Vol.178, pp. 187–202, 2021.
Fang Xu, Lei Yu*, Bishan Wang, Wen Yang*, Gui-Song Xia, et al. Motion Deblurring with Real Events, ICCV 2021.
Xiang Zhang, Wei Liao, Lei Yu, Wen Yang, Gui-Song Xia. Event-based Synthetic Aperture Imaging with a Hybrid Network, CVPR 2021, pp. 14235-14244 (Best Paper Award Finalist).
Jinwang Wang, Wen Yang*, Heng-Chao Li, et al. Learning Center Probability Map for Detecting Objects in Aerial Images,
IEEE Transactions on Geoscience and Remote Sensing, Vol.59, No.5, pp. 4307–4323, 2021.
Bishan Wang, Jingwei He, Lei Yu, Gui-Song Xia, Wen Yang. Event Enhanced High-Quality Image Recovery, ECCV 2020, (13): 155-171.
Huai Yu, Weikun Zhen, Wen Yang*, Sebastian Scherer. Line-based 2D-3D Registration and Camera Localization in Structured Environments,
IEEE Transactions on Instrumentation and Measurement, Vol.69, No.11, pp. 8962–8972, 2020.
Fang Xu, Wen Yang*, Tianbi Jiang, et al. Mental Retrieval of Remote Sensing Images via Adversarial Sketch-Image Feature Learning,
IEEE Transactions on Geoscience and Remote Sensing, Vol.58, No.11, pp. 7801–7814, 2020.
Jie Xu, Meng Jiang, Lei Yu, Wen Yang and Wenwei Wang.. Robust Motion Compensation for Event Cameras with Smooth Constraint,
IEEE Transactions on Computational Imaging, Vol.6, No.1, pp. 604–614, 2020.
Shijie Lin, Fang Xu, Xuhong Wang, Wen Yang*, Lei Yu. Efficient Spatial Temporal Normalization of SAE Representation for Event Camera,
IEEE Robotics and Automation Letters, Vol.5, No.3, pp. 4265–4272, 2020.
XiangLi Yang, Wen Yang*, Hui Song, et al. Polarimetric SAR Image Classification Using Geodesic Distances and Composite Kernels,
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol.11, No.5, pp. 1606–1614, 2018.
Neng Zhong, Wen Yang*, Anoop Cherian, et al. Unsupervised Classification of Polarimetric SAR Images via Riemannian Sparse Coding.
IEEE Trans. on Geoscience and Remote Sensing,Vol.55, No.9, pp. 5381–5390, 2017.
Tianheng Yan, Wen Yang*, Xiangli Yang, et al. Polarimetric SAR Despeckling by Integrating Stochastic Sampling and Contextual Patch Dissimilarity Exploration.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol.10, No.6, pp. 2738–2753, 2017.
Wen Yang*, Xiangli Yang, Tianheng Yan, et al. Region-based Change Detection for Polarimetric SAR Images Using Wishart Mixture Models.
IEEE Trans. on Geoscience and Remote Sensing, Vol.54, No.11, pp.6746–6756, 2016
Huai Yu, Wen Yang*, Gui-Song Xia, and Gang Liu. A Color-Texture-Structure Descriptor for High-Resolution Satellite Image Classification.
Remote Sensing, Vol.8, No.3, pp.259, 2016
Gui-Song Xia, Gang Liu, Wen Yang, et al. Meaningful object segmentation from SAR images via a multi-scale NLAC model.
IEEE Trans. on Geoscience and Remote Sensing, Vol.54, No.4, pp.2108-2123, 2016.
Wen Yang*, Xiaoshuang Yin, Guisong Xia. Learning High-level Features for Satellite Image Classification With Limited Labeled Samples.
IEEE Trans. on Geoscience and Remote Sensing, Vol. 53, No. 8, pp.4472–4482, 2015.
Wen Yang*, Hui Song, Xiaojing Huang, et al. Change Detection in High Resolution SAR Images Based on Jensen-Shannon Divergence and Hierarchical Markov Model.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol.7, No.8, pp. 3318–3327,2014.
Wen Yang*, Xiaoshuang Yin, Hui Song, et al. Extraction of Built-up Areas from Fully Polarimetric SAR Imagery via PU Learning.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 7, No. 4, pp.1207–1216, 2014.
Wen Shao, Wen Yang*, Gui-Song Xia. Extreme value theory-based calibration for multiple feature fusion in high-resolution satellite scene classification.
International Journal of Remote Sensing, Vol. 34, No. 23, pp.8588–8602, 2013.
Kan Xu, Wen Yang*, Gang Liu, et al. Unsupervised Satellite Image Classification Using Markov Field Topic Model.
IEEE Geoscience and Remote Sensing Letters, Vol. 10, No. 1, pp. 130–134, 2013.
Guofeng Sheng, Wen Yang*, Xinping Deng, et al. Coastline Detection in Synthetic Aperture Radar(SAR) Images by Integrating Watershed Transformation and Controllable Gradient Vector Flow (GVF) Snake Model.
IEEE Journal of Oceanic Engineering, Vol.37, No.3, pp.375–383, Jul. 2012.
Wen Yang*, Ying Liu, Guisong Xia, et al. Statistical mid-level features for building-up area extraction from full polarimetric SAR imagery.
Progress In Electromagnetics Research, Vol. 132, pp. 233–254, 2012.
Wen Yang*, Dengxin Dai, Bill Triggs, Gui-Song Xia. SAR-based terrain classification using weakly supervised hierarchical Markov aspect models.
IEEE Trans. on Image Processing, Vol.21, No.9, pp.4232-4243, 2012.