Prof. HUANG Rui

Publications

Prof. HUANG Rui
Title:

Associate Professor

Education Background:
Ph. D., Rutgers, the State University of New Jersey, USA, 2008, Advisor: Dimitris N. Metaxas.
M. Eng., Chinese Academy of Sciences, China, 2002, Advisor: Songde Ma.
B. Sc., Peking University, China, 1999.
Office Address

408 Chengdao Bldg.

Phone

0755-84273856

Teaching Area

Image Processing & Computer Vision, Programming in Python & C++.

Research

Computer Vision, Pattern Recognition, Image Processing, Machine Learning

PublicationsInfo

Selected Publications:


Journal Articles and Book Chapters:


Video-Based Pedestrian Re-Identification by Adaptive Spatio-Temporal Appearance Model
Wei Zhang, Bingpeng Ma, Kan Liu, Rui Huang*
in IEEE Transactions on Image Processing, Vol. 26, No. 4, 2017.


DeepList: Learning Deep Features with Adaptive Listwise Constraint for Person Re-identification
Jin Wang, Zheng Wang, Changxin Gao, Nong Sang, Rui Huang
in IEEE Transactions on Circuits and Systems for Video Technology, Vol. 27, No. 3, 2017.


Robust Visual Tracking Using Exemplar-based Detectors
Changxin Gao, Feifei Chen, Jin-Gang Yu, Rui Huang, Nong Sang
in IEEE Transactions on Circuits and Systems for Video Technology, Vol. 27, No. 2, 2017.


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.


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.


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.


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.


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.


Conference Papers:


Multiple Object Tracking by Learning Feature Representation and Distance Metric Jointly
Jun Xiang, Guoshuai Zhang, Nong Sang, Rui Huang, Jianhua Hou
in Proceedings of British Machine Vision Conference (BMVC’18), 2018.


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.


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.


An Expressive Deep Model for Parsing Human Action from a Single Image

Zhujin Liang, Xiaolong Wang, Rui Huang, Liang Lin
in Proceedings of IEEE International Conference on Multimedia and Expo (ICME’14), 2014.


Recognizing Focal Liver Lesions in Contrast-Enhanced Ultrasound with Discriminatively Trained Spatio-Temporal Model
Xiaodan Liang, Qingxing Cao, Rui Huang*, Liang Lin
in Proceedings of IEEE International Symposium on Biomedical Imaging (ISBI’14), 2014.


A Belief Propagation Algorithm for Bias Field Estimation and Image Segmentation

Rui Huang, Nong Sang, Vladimir Pavlovic, Dimitris N. Metaxas
in Proceedings of IEEE International Conference on Image Processing (ICIP’11), 2011.


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.


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.


A Hybrid Face Recognition Method using Markov Random Fields
Rui Huang, Vladimir Pavlovic, Dimitris N. Metaxas
in Proceedings of International Conference on Pattern Recognition (ICPR’04), 2004.


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.


Solving the Small Sample Size Problem of LDA

Rui Huang, Qingshan Liu, Hanqing Lu, Songde Ma
in Proceedings of International Conference on Pattern Recognition (ICPR’02), 2002.


Face Recognition Using Kernel-Based Fisher Discriminant Analysis
Qingshan Liu, Rui Huang, Hanqing Lu, Songde Ma
in Proceedings of IEEE conference on Automatic Face and Gesture Recognition (FG’02), 2002.