Thanks for your attention. In this repo, we provide the code and dataset for the paper "MV-Reid: 3D Multi-View Transformation Network for Occluded Person Re-Identification".
15 Feb 2023. Open source the subset of the multi-view-Occluded-ReID. Google drive [Done]
Multi-view-duke, Multi-view-Occluded-duke and MV-Reid source code will be open source after this paper is accepted.
A reconstruct algorithm SMPL and a rendering engine blender are adopted to generate multi-view dataset from input images in this work. Exactly, we present four large-scale 3D multi-view person ReID datasets.
The scale of Multi-view-Market1501, Multi-view-duke, Multi-view-Occluded-duke and Multi-view-Occluded-ReID as shown:
| Dataset | #ID | #3D model | #Multi-view image | |
|---|---|---|---|---|
| MV-Market-1501 | Training | 751 | 129,36 | 155,232 |
| Gallery | 752 | 197,32 | 236,784 | |
| Query | 750 | 3368 | 40,416 | |
| MV-duke | Training Set | 702 | 16,522 | 198,264 |
| Gallery | 1,110 | 17,661 | 211,932 | |
| Query | 702 | 2228 | 26,736 | |
| MV-Occluded-duke | Training | 702 | 15,618 | 187,146 |
| Gallery | 1,110 | 17,661 | 211,932 | |
| Query | 519 | 2210 | 26,520 | |
| MV-Occluded-ReID | Training | - | - | - |
| Gallery | 200 | 200 | 12,000 | |
| Query | 200 | 200 | 12,000 |
We Visualize the subset of MV-Market-1501
