Clothes Changing Person Re-Identification

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

No dataset record in the archive lists this task.

Subtasks archive 2025-07-28

No subtask under this task in the archive's task tree.

Parent tasks archive 2025-07-28

Most implemented papers archive 2025-07-28

7 shown of 7 papers with code (12 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• PGDS: Pose-Guidance Deep Supervision for Mitigating Clothes-Changing in Person Re-Identification
  9 Dec 2023 2 repositories listed
  Person Re-Identification (Re-ID) task seeks to enhance the tracking of multiple individuals by surveillance cameras.
• DIFFER: Disentangling Identity Features via Semantic Cues for Clothes-Changing Person Re-ID
  28 Mar 2025 1 repository listed
  Clothes-changing person re-identification (CC-ReID) aims to recognize individuals under different clothing scenarios.
• DLCR: A Generative Data Expansion Framework via Diffusion for Clothes-Changing Person Re-ID
  11 Nov 2024 1 repository listed
  To address this issue we propose DLCR, a novel data expansion framework that leverages pre-trained diffusion and large language models (LLMs) to accurately generate diverse images of individuals in varied attire.
• Exploring Fine-Grained Representation and Recomposition for Cloth-Changing Person Re-Identification
  21 Aug 2023 1 repository listed
  Cloth-changing person Re-IDentification (Re-ID) is a particularly challenging task, suffering from two limitations of inferior discriminative features and limited training samples.
• SiCL: Silhouette-Driven Contrastive Learning for Unsupervised Person Re-Identification with Clothes Change
  23 May 2023 1 repository listed
  In this paper, we address a highly challenging yet critical task: unsupervised long-term person re-identification with clothes change.
• A Benchmark of Video-Based Clothes-Changing Person Re-Identification
  21 Nov 2022 1 repository listed
  In this paper, we focus on the relatively new yet practical problem of clothes-changing video-based person re-identification (CCVReID), which is less studied.
• Clothes-Changing Person Re-identification with RGB Modality Only
  14 Apr 2022 1 repository listed Syntology ran 1 of 1 samples · 0 unverified
  In this paper, we propose a Clothes-based Adversarial Loss (CAL) to mine clothes-irrelevant features from the original RGB images by penalizing the predictive power of re-id model w.

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-25.