Publications

Zhen Qin, Ish Rishabh and John Carnahan. "A Scalable Approach for Periodical Personalized Recommendations." 10th ACM Conference on Recommender Systems (RecSys 2016) (ORAL, 20% acceptance rate)

Zhen Qin and Christian R. Shelton. "Social Grouping for Multi-target Tracking and Head Pose Estimation in Video." IEEE Transanctions on Pattern Analysis and Machine Intelligence (PAMI 2016)

Le An, Zhen Qin, Xiaojing Chen and Songfan Yang. "Multi-level Common Space Learning for Person Re-identification." IEEE Transanctions on Circuits and Systems for Video Technology (TCSVT 2016)

Xiaojing Chen, Zhen Qin, Le An and Bir Bhanu. "Multi-person Tracking by Online Learned Grouping Model with Non-linear Motion Context." IEEE Transanctions on Circuits and Systems for Video Technology (TCSVT 2015)

Zhen Qin and Christian R. Shelton. "Auxiliary Gibbs Sampling for Inference in Piecewise-Constant Conditional Intensity Models." 31st Conference on Uncertainty in Artificial Intelligence (UAI 2015)

Zhen Qin, Peter van Beek and Xu Chen. "Direct Matrix Factorization and Alignment Refinement: Application to Defect Detection." 11th Conference on Computer and Robot Vision (CRV 2014)

Xiaojing Chen, Zhen Qin, Le An and Bir Bhanu. "An Online Learned Elementary Grouping Model for Multi-target Tracking." 27th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2014)

Zhen Qin, Vaclav Petricek, Nikos Karampatziakis, Lihong Li and John Langford. " Efficient Online Bootstrapping for Large Scale Learning." Workshop on Parallel and Large-scale Machine Learning at Neural Information Processing 2013(BigLearning@NIPS 2013)

Zhen Qin, Christian R. Shelton and Lunshao Chai. "Social Grouping for Target Handover in Multi-view Video." 2013 IEEE Conference on Multimedia and Expo (ICME 2013) (ORAL, 12.7% acceptance rate)

Zhen Qin(*), Lunshao Chai(*), Qun Li, Honggang Zhang and Jun Guo. "Ordered Histogram of Shapemes: An Ordered Bag-of-Features Based Shape Descriptor for Efficient Shape Matching." 2013 IEEE International Conference on Image Processing (ICIP 2013) (* indicates equal contribution)

Zhen Qin(*), Qun Li(*), Lunshao Chai, Honggang Zhang, Jun Guo and Bir Bhanu. "Representative Reference-set and Betweenness Centrality for Scene Image Categorization." 2013 IEEE International Conference on Image Processing (ICIP 2013) (* indicates equal contribution)

Lunshao Chai, Zhen Qin, Honggang Zhang, Jun Guo and Bir Bhanu. "MFSC: A New Shape Descriptor with Robustness to Deformations." 2013 IEEE Conference on Multimedia and Expo (ICME 2013) (short paper)

Bo Li, Zhenjiang Miao, Zhen Qin and Wenju Liu. "A UIM/ICM Based Approach to Content-Based Image Retrieval." 2013 IEEE Conference on Multimedia and Expo (ICME 2013)

Lunshao Chai, Zhen Qin, Honggang Zhang, Jun Guo and Bir Bhanu. "A New Multi-scale Fuzzy Model for Histogram-based Descriptors." 2013 IEEE Conference on Multimedia and Expo Workshops(ICME Workshop 2013)

Zhen Qin and Christian R. Shelton. "Improving Multi-target Tracking via Social Grouping." 25th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2012) (24% acceptance rate)

Zhen Qin(*), Lunshao Chai(*), Honggang Zhang, Jun Guo and Christian R. Shelton. "Re-ranking Using Compression-based Distance Measure for Content-based Commercial Product Image Retrieval." 2012 IEEE International Conference on Image Processing (ICIP 2012) (* indicates equal contribution)

Lunshao Chai, Honggang Zhang, Zhen Qin, Jie Yu and Yonggang Qi. "Multi-Feature Content-Based Product Image Retrieval Based on Region of Main Object." 8th International Conference on Information, Communications, and Signal Processing (ICICS 2011)