Datasets


SYSU-ACTION Dataset

[Homepage]

SYSU 3D Human-Object Interaction Set (SYSU 3DHOI)

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Partial-ReID Dataset

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SYSU ReID Dataset

We will provide the database download link after you sign and submit the agreement in the ZIP file.

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Codes and Demos


Robust Depth-based Person Re-identification

Ancong Wu, Wei-Shi Zheng, Jian-Huang Lai

IEEE Transactions on Image Processing, 2017.

[TIP Paper] [Project Page]

Person Re-identification by Probabilistic Relative Distance Comparison

Wei-Shi Zheng, Shaogang Gong, and Tao Xiang

IEEE Trans. on Pattern Analysis and Machine Intelligence, 2013.

[T-PAMI Paper] [Code]
[meta data for ilids, ethz and viper used in the PAMI paper]

Perturbation LDA: Learning the Difference between the Class Empirical Mean and Its Expectation

Wei-Shi Zheng, J. H. Lai, Pong C. Yuen, and Stan Z. Li

Patten Recognition, vol. 42, no. 5, pp. 764-779, 2009.

[Paper] [Code]

 

Extracting Non-negative Basis Images Using Pixel Dispersion Penalty

Wei-Shi Zheng, JianHuang Lai, Shengcai Liao, and Ran He

Pattern Recognition, vol. 45, no. 8, pp. 2912-2926, 2012.

[Paper] [Code]

Penalized Pre-image Learning in Kernel Principal Component Analysis

Wei-Shi Zheng, JianHuang Lai, and Pong C. Yuen

IEEE Trans. on Neural Networks, vol. 21, no. 4, pp. 551-570, 2010.

[Paper] [Code]

Mirror representation for modeling view-specific transform in person re-identification

Yingcong Chen, Wei-Shi Zheng, and Jian-Huang Lai

International Joint Conference on Artificial Intelligence (IJCAI), 2015.

[Paper] [Code]

An Asymmetric Distance Model for Cross-view Feature Mapping in Person Re-identification

Ying-Cong Chen, Wei-Shi Zheng, Jianhuang Lai, and Pong C. Yuen

IEEE Trans. on Circuits and Systems for Video Technology, 2015.

[Paper] [Code]

Logarithm Gradient Histogram: A General Illumination Invariant Descriptor for Face Recognition

Jun-Yong Zhu, Wei-Shi Zheng, Jianhuang Lai

2013 10th IEEE International Conference and workshops on Automatic Face and Gesture Recognition.

[Paper] [Code]

One-pass online learning: A local approach

Zhaoze Zhou, Wei-Shi Zheng, Jian-Fang Hu, Yong Xu, Jane You

2015 Pattern Recognition.

[Paper] [Code]

Quantized Correlation Hashing for Fast Cross-Modal Search

Botong Wu, Qiang Yang, Wei-Shi Zheng, Yizhou Wang, Jingdong Wang

2015 24th International Joint Conference on Artificial Intelligence.

[Paper] [Code]

An Enhanced Deep Feature Representation for Person Re-identification

Shangxuan Wu, Ying-Cong Chen, Xiang Li, Jin-Jie You, Wei-Shi Zheng

WACV2016: IEEE Winter Conference on Applications of Computer Vision.

[Paper]
[VIPeR Feature]
[VIPeR Ours+LOMO Feature, Recommended]
[CUHK01 Feature]
[CUHK01 Ours+LOMO Feature, Recommended]
[PRID450s Feature]
[PRID450S Ours+LOMO Feature, Recommended]
[Caffe Parameters]
[Caffe Network Definition]

Feature Extraction Code(ELF16)

[Paper] [Feature Extraction Code]

Top-push Video-based Person Re-identification

Jinjie You, Ancong Wu, Xiang Li and Wei-Shi Zheng
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2016

[Paper] [Code]