metadata
license: apache-2.0
base_model:
- QuanSun/EVA-CLIP
pipeline_tag: image-to-image
tags:
- ReID
- CC-ReID
- LTCC
- PRCC
- CCVID
- MeVID
metrics:
- accuracy
Colors See Colors Ignore: Clothes Changing ReID with Color Disentanglement (ICCV-25 🥳)
Clothes-Changing Re-Identification (CC-ReID) aims to recognize individuals across different locations and times, irrespective of clothing. Our appporach "Colors See Colors Ignore (CSCI)" uses colors (lightweight, annotation-free) derived from RGB input to learn clothes robust embeddings. CSCI efficiently captures color-related appearance bias ('Color See') while disentangling it from identity-relevant ReID features ('Color Ignore'), all within 1 tranformer, with a novel self-attention prevent information leak between color and identity cues within the feature space.
- Project Page: https://ucf-crcv.github.io/ReID/CSCI/
- GitHub Code : https://github.com/ppriyank/ICCV-CSCI-Person-ReID
- Arxiv : https://arxiv.org/abs/2507.07230
- Paper :