/Cloth_Change_Person_reID_Paper_List

Paper collection for cloth variation based person re-identification

Cloth_Change_Person_reID_Paper_List

Paper collection for cloth variation based person re-identification

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Survey papers on person re-identification

Ye, Mang, et al. "Deep Learning for Person Re-identification: A Survey and Outlook." arXiv preprint arXiv:2001.04193 (2020). [Paper]

Benchmark Datasets

  1. COCAS dataset, cvpr-2020, [Paper]
  2. LTCC dataset, arXiv-2020, [Paper] [Project]
  3. Celeb-reID-light, IJCNN-2019, [Paper] [Dataset]
  4. Celeb-reID, T-CSVT 2019, [Paper] [Code] [Dataset]
  5. VC-Clothes && Real28, arXiv-2020, [Paper] [Project]
  6. PRCC dataset, T-PAMI, 2019, [Paper] [Dataset]

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Paper List

Year 2020

Wang, K., Ma, Z., Chen, S., Yang, J., Zhou, K., & Li, T. A benchmark for clothes variation in person reā€identification. International Journal of Intelligent Systems. [Paper] [Dataset]

Wan, Fangbin, et al. "When Person Re-identification Meets Changing Clothes." CVPR Workshop 2020. [Paper] [Project] [Dataset]

Yu, Shijie, et al. "COCAS: A Large-Scale Clothes Changing Person Dataset for Re-identification." arXiv preprint arXiv:2005.07862 (2020). [Paper] [Dataset]

Li, Yu-Jhe, et al. "Learning Shape Representations for Clothing Variations in Person Re-Identification." arXiv preprint arXiv:2003.07340 (2020). [Paper]

Qian, Xuelin, et al. "Long-Term Cloth-Changing Person Re-identification." arXiv preprint arXiv:2005.12633 (2020). [Paper] [Project]

Year 2019

Huang, Yan, et al. "Celebrities-ReID: A Benchmark for Clothes Variation in Long-Term Person Re-Identification." 2019 International Joint Conference on Neural Networks (IJCNN). IEEE, 2019. [Paper]

Yang, Qize, Ancong Wu, and Wei-Shi Zheng. "Person Re-identification by Contour Sketch under Moderate Clothing Change." IEEE Transactions on Pattern Analysis and Machine Intelligence (2019). [Paper] [Dataset]

Huang, Yan, et al. "Beyond Scalar Neuron: Adopting Vector-Neuron Capsules for Long-Term Person Re-Identification." IEEE Transactions on Circuits and Systems for Video Technology (2019). [Paper] [Code]

Fine-Grained Person Re-identification, Jiahang Yin, Ancong Wu, Wei-Shi Zheng, [Paper] [Project-page]

Year 2018 and Before

Zhang, Peng, et al. "Long-term person re-identification using true motion from videos." 2018 IEEE Winter Conference on Applications of Computer Vision (WACV). IEEE, 2018. [Paper]

RGB-D for Cloth-change reID

Barbosa, Igor Barros, et al. "Re-identification with rgb-d sensors." European Conference on Computer Vision. Springer, Berlin, Heidelberg, 2012. [Paper]

Munaro, Matteo, et al. "3D reconstruction of freely moving persons for re-identification with a depth sensor." 2014 IEEE International Conference on Robotics and Automation (ICRA). IEEE, 2014. [Paper]

Haque, Albert, Alexandre Alahi, and Li Fei-Fei. "Recurrent attention models for depth-based person identification." Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016. [Paper]