Selected Journal Articles:

Denoised Non-Local Neural Network for Semantic Segmentation

Qi Song, Jie Li, Hao Guo, Rui Huang*

to appear in IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022.

SANet: Statistic Attention Network for Video-Based Person Re-Identification

Shutao Bai, Bingpeng Ma, Hong Chang, Rui Huang, Shiguang Shan, Xilin Chen

in IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), Vol. 32, No. 6, 2022.

Unsupervised Monocular Depth Perception: Focusing on Moving Objects

Hualie Jiang, Laiyan Ding, Zhenglong Sun, Rui Huang*

in IEEE Sensors Journal, Vol. 21, No. 24. 2021. Featured Article

UniFuse: Unidirectional Fusion for 360 Panorama Depth Estimation

Hualie Jiang, Zhe Sheng, Siyu Zhu, Zilong Dong, Rui Huang*

in IEEE Robotics and Automation Letters (RA-L), Vol. 6, No. 2, 2021.

Towards Fully Autonomous Ultrasound Scanning Robot with Imitation Learning based on Clinical Protocols

Yanwei Huang, Wei Xiao, Chuyang Wang, Hengli Liu, Rui Huang, Zhenglong Sun

in IEEE Robotics and Automation Letters (RA-L), Vol. 6, No. 2, 2021.

Cross-Modal Knowledge Adaptation for Language-Based Person Search

Yucheng Chen, Rui Huang, Hong Chang, Chuanqi Tan, Tao Xue, Bingpeng Ma

in IEEE Transactions on Image Processing (TIP), Vol. 30, No. 3, 2021.

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 (TIP), 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 (TCSVT), 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 (TCSVT), 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 (TCSVT), 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 (TMI), 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 (TCE), 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 (TIP), Vol. 20, No. 7, Jul, 2011.

Selected Conference Papers:

Deep Semantic Statistics Matching (D2SM) Denoising Network

Kangfu Mei, Vishal M. Patel, Rui Huang*

in Proceedings of the European Conference on Computer Vision (ECCV’22), 2022.

Salient-to-Broad Transition for Video Person Re-identification

Shutao Bai, Bingpeng Ma, Hong Chang, Rui Huang, Xilin Chen

in Proceedings of IEEE Computer Vision and Pattern Recognition (CVPR’22), 2022.

Exploring Structure-aware Transformer over Interaction Proposals for Human-Object Interaction Detection

Yong Zhang, Yingwei Pan, Ting Yao, Rui Huang, Tao Mei, Chang-Wen Chen

in Proceedings of IEEE Computer Vision and Pattern Recognition (CVPR’22), 2022.

Fully Attentional Network for Semantic Segmentation

Qi Song, Jie Li, Chenghong Li, Hao Guo, Rui Huang*

in Proceeding of American Association for Artificial Intelligence (AAAI’22), 2022.

Discriminative Clue Alignment Network for Both Image- and Video-Based Person Re-Identification

Panwen Hu, Xinyu Zhou, Rui Huang*

in Proceedings of British Machine Vision Conference (BMVC’21), 2021.

IMENet: Joint 3D Semantic Scene Completion and 2D Semantic Segmentation through Iterative Mutual Enhancement

Jie Li, Laiyan Ding, and Rui Huang*

in Proceeding of International Joint Conference on Artificial Intelligence (IJCAI’21), 2021.

BiCnet-TKS: Learning Efficient Spatial-Temporal Representation for Video Person Re-Identification

Ruibing Hou, Hong Chang, Bingpeng Ma, Rui Huang, and Shiguang Shan

in Proceedings of IEEE Computer Vision and Pattern Recognition (CVPR’21), 2021.

AttaNet: Attention-Augmented Network for Fast and Accurate Scene Parsing

Qi Song, Kangfu Mei, Rui Huang*

in Proceeding of AAAI Conference on Artificial Intelligence (AAAI’21),2021.

Sparse Single Sweep LiDAR Point Cloud Segmentation via Learning Contextual Shape Priors from Scene Completion

Xu Yan, Jiantao Gao, Jie Li, Ruimao Zhang, Zhen Li*, Rui Huang, Shuguang Cui

in Proceedings of AAAI Conference on Artificial Intelligence (AAAI’21), 2021.

DiPE: Deeper into Photometric Errors for Unsupervised Learning of Depth and Ego-motion from Monocular Videos

Hualie Jiang, Laiyan Ding, Zhenglong Sun, Rui Huang*

in IEEE International Conference on Intelligent Robots and Systems (IROS’20), 2020.

Learning Memory Augmented Cascading Network for Compressed Sensing of Images

Jiwei Chen, Yubao Sun, Qingshan Liu, Rui Huang

in Proceedings of the European Conference on Computer Vision (ECCV’20), 2020.

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 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 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.