Arxiv Papers

Person Re-identification: Past, Present and Future [Baseline Code]
Liang Zheng, Yi Yang, Alexander Hauptmann
ArXiv:1610.02984, 2016.

Person Re-identification

Unlabeled Samples Generated by GAN Improve the Person Re-identification Baseline in vitro.[Code][DukeMTMC-reID dataset]
Zhedong Zheng, Liang Zheng, Yi Yang
ICCV, 2017.

SVDNet for Pedestrian Retrieval. [Code]
Yifan Sun, Liang Zheng, Weijian Deng, Shengjin Wang
ICCV, 2017.

Person Re-identification in the Wild [PDF] [Dataset]
Liang Zheng*, Hengheng Zhang*, Shaoyan Sun*, Manmohan Chandraker, Yi Yang, and Qi Tian (* equal contribution)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.

Re-ranking Person Re-identification with k-reciprocal Encoding [PDF] [Code]
Zhun Zhong, Liang Zheng, Donglin Cao and Shaozi Li
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.

MARS: A Video Benchmark for Large-Scale Person Re-identification [PDF] [Dataset]
Liang Zheng*, Zhi Bie*, Yifan Sun*, Jingdong Wang, Shengjin Wang, Chi Su, and Qi Tian (* equal contribution)
European Conference of Computer Vision (ECCV), 2016.

Scalable Person Re-identification: A Benchmark [PDF] [Dataset]
Liang Zheng*, Liyue Sheng*, Lu Tian*, Shengjin Wang, Jingdong Wang, and Qi Tian (* equal contribution)
IEEE International Conference on Computer Vision (ICCV), 2015.

Query-Adaptive Late Fusion for Image Search and Person Re-identification [PDF] [Extended Abstract] [Code]
Liang Zheng, Shengjin Wang, Lu Tian, Fei He, Ziqiong Liu, and Qi Tian
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015.

Instance Retrieval

SIFT Meets CNN: A Decade Survey of Instance Retrieval.[PDF][Bibtex]
Liang Zheng, Yi Yang, Qi Tian
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2017.

Packing and Padding: Coupled Multi-Index for Accurate Image Retrieval [PDF] [Code] [Baseline Project]
Liang Zheng, Shengjin Wang, Ziqiong Liu, and Qi Tian
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1947-1954, 2014.
In case you cannot download the codes on OneDrive, we provide another link here [Code].

Bayes Merging of Multiple Vocabularies for Scalable Image Retrieval [PDF] [Suppl.] [Code] [Baseline Project]
Liang Zheng, Shengjin Wang, Wengang Zhou, and Qi Tian
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1963-1970, 2014.
In case you cannot download the codes on OneDrive, we provide another link here [Code].

Lp-norm IDF for Large Scale Image Search [PDF]
Liang Zheng, Shengjin Wang, Ziqiong Liu, and Qi Tian
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 1626-1633, 2013.

Accurate Image Search with Multi-Scale Contextual Evidences.
Liang Zheng, Shengjin Wang, Jingdong Wang, and Qi Tian
International Journal of Computer Vision (IJCV), accepted.

Fast Image Retrieval: Query Pruning and Early Termination. [PDF]
Liang Zheng, Shengjin Wang, Ziqiong Liu, and Qi Tian
IEEE Transactions on Multimedia (TMM), 17(5): 648-659, 2015.

Tensor Index for Large Scale Image Retrieval [PDF]
Liang Zheng, Shengjin Wang, Peizhen Guo, Hanyue Liang, and Qi Tian
Multimedia Systems, 21(6): 569-579, 2015.

Coupled Binary Embedding for Large-scale Image Retrieval [PDF]
Liang Zheng, Shengjin Wang, and Qi Tian
IEEE Transactions on Image Processing (TIP), 23(8): 3368-3380, 2014.

Lp-norm IDF for Scalable Image Retrieval [PDF]
Liang Zheng, Shengjin Wang, and Qi Tian
Accepted in IEEE Transactions on Image Processing (TIP), 2014.
It is an extended version of our CVPR'13 paper.

Visual Phraselet: Refining Spatial Constraints for Large Scale Image Search [PDF]
Liang Zheng, Shengjin Wang
IEEE Signal Processing Letters, 20(4): 391-394, 2013.
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