Occlude Them All: Occlusion-Aware Attention Network for Occluded Person Re-ID

This resposity is the official implementation of our ICCV2021 Paper.

Dependent

• python 3.7.5
• pytorch 1.3.1

Usage

• train the occludedduke

    bash train_occludedduke.sh

• train the partial datasets

    bash train_partial.sh

Model

Download the model.

Citations

If our paper helps your research, please cite it in your publications:

@inproceedings{chen2021occlude,
  title={Occlude them all: Occlusion-aware attention network for occluded person re-id},
  author={Chen, Peixian and Liu, Wenfeng and Dai, Pingyang and Liu, Jianzhuang and Ye, Qixiang and Xu, Mingliang and Chen, Qi’an and Ji, Rongrong},
  booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision},
  pages={11833--11842},
  year={2021}
}