菜单总览
— 优秀师资 —

黄锐

职位:

副教授

教育背景:

博士(罗格斯大学)

工学硕士(中国科学院)

理学学士(北京大学)

研究领域
计算机视觉;图像处理;模式识别;机器学习
Email

ruihuang@cuhk.edu.cn

个人简介:


    黄锐教授先后毕业于北京大学(理学学士,1999),中科院自动化所(工学硕士,2002),和美国罗格斯大学(博士,2008)。博士毕业后他在罗格斯大学继续从事了两年博士后研究并于2010年回到中国加入华中科技大学担任教职。从2012年至2016年他在NEC中国研究院担任研究员,现在是香港中文大学(深圳)理工学院副教授。

    黄教授在数据降维和子空间分析、可变形模型(deformable models)、概率图模型等方法以及它们在计算机视觉、模式识别、(医学)图像处理中的应用等方面做过大量研究工作,近年来主要从事智能视频监控相关的研究,包括行人的检测、跟踪与识别等。目前研究兴趣集中在计算机视觉在机器人领域的应用。黄教授已发表相关领域学术论文50余篇,主持过包括国家自然科学基金在内的多项科研课题。


学术著作:


1. Learning Structure of Stereoscopic Image for No-reference Quality Assessment with Convolutional Neural Network, Wei Zhang, Chenfei Qu, Lin Ma, Jingwei Guan, Rui Huang in Pattern Recognition, Vol. 59, 2016.

2. Multi-target Tracking Using Hough Forest Random Field, Jun Xiang, Nong Sang, Jianhua Hou, Rui Huang, Changxin Gao in IEEE Transactions on Circuits and Systems for Video Technology, Vol. 26, No. 11, 2016.

3. Recognizing Focal Liver Lesions in CEUS with Dynamically Trained Latent Structured Models, Xiaodan Liang, Liang Lin, Qingxing Cao, Rui Huang, Yongtian Wang in IEEE Transactions on Medical Imaging, Vol. 35, No. 3, 2016.

4. A Spatio-temporal Appearance Representation for Video-based Pedestrian Re-identification, Kan Liu, Bingpeng Ma, Wei Zhang, Rui Huang in Proceedings of IEEE International Conference on Computer Vision (ICCV’15), 2015.

5. Person Search in a Scene by Jointly Modeling People Commonness and Person Uniqueness, Yuanlu Xu, Bingpeng Ma, Rui Huang, Liang Lin in Proceedings of ACM Multimedia (ACM MM’14), 2014.

6. Real-Time Skin Color Detection under Rapidly Changing Illumination Conditions, Leyuan Liu, Nong Sang, Saiyong Yang, Rui Huang in IEEE Transactions on Consumer Electronics, Vol. 57, No. 3, Aug, 2011.

7. A Level Set Method for Image Segmentation in Presence of Intensity Inhomogeneities with Application to MRI, Chunming Li, Rui Huang, Zhaohua Ding, J. Chris Gatenby, Dimitris N. Metaxas, John C. Gore in IEEE Transactions on Image Processing, Vol. 20, No. 7, Jul, 2011.

8. A Variational Level Set Approach to Segmentation and Bias Correction of Images with Intensity Inhomogeneity, Chunming Li, Rui Huang, Zhaohua Ding, J. Chris Gatenby, Dimitris N. Metaxas, John C. Gore in Proceedings of International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI’08), 2008.

9. Embedded Profile Hidden Markov Models for Shape Analysis, Rui Huang, Vladimir Pavlovic, Dimitris N. Metaxas in Proceedings of IEEE International Conference on Computer Vision (ICCV’07), 2007.

10. A Graphical Model Framework for Coupling MRFs and Deformable Models, Rui Huang, Vladimir Pavlovic, Dimitris N. Metaxas in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR’04), 2004.