Cloth-Changing Person Re-Identification

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Most implemented papers archive 2025-07-28

12 shown of 12 papers with code (28 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.

• Temporal 3D Shape Modeling for Video-Based Cloth-Changing Person Re-Identification
  4 Jan 2024 2 repositories listed
  In this work, we propose "Temporal 3D ShapE Modeling for VCCRe-ID" (SEMI), a lightweight end-to-end framework that addresses these issues by learning human 3D shape representations.
• CCUP: A Controllable Synthetic Data Generation Pipeline for Pretraining Cloth-Changing Person Re-Identification Models
  17 Oct 2024 1 repository listed
  Cloth-changing person re-identification (CC-ReID), also known as Long-Term Person Re-Identification (LT-ReID) is a critical and challenging research topic in computer vision that has recently garnered significant…
• Content and Salient Semantics Collaboration for Cloth-Changing Person Re-Identification
  26 May 2024 1 repository listed
  Specifically, we propose the Content and Salient Semantics Collaboration (CSSC) framework, facilitating cross-parallel semantics interaction and refinement.
• Masked Attribute Description Embedding for Cloth-Changing Person Re-identification
  11 Jan 2024 1 repository listed
  To address this, we mask the clothing and color information in the personal attribute description extracted through an attribute detection model.
• Contrastive Viewpoint-aware Shape Learning for Long-term Person Re-Identification
  4 Jan 2024 1 repository listed
  In this paper, we propose "Contrastive Viewpoint-aware Shape Learning for Long-term Person Re-Identification" (CVSL) to address these challenges.
• Semantic-aware Consistency Network for Cloth-changing Person Re-Identification
  27 Aug 2023 1 repository listed
  Despite recent progress in CC-ReID, existing approaches are still hindered by the interference of clothing variations since they lack effective constraints to keep the model consistently focused on clothing-irrelevant…
• 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.
• Co-Attention Aligned Mutual Cross-Attention for Cloth-Changing Person Re-Identification
  8 Mar 2023 1 repository listed
  In this paper, we first design a novel Shape Semantics Embedding (SSE) module to encode body shape semantic information, which is one of the essential clues to distinguish pedestrians when their clothes change.
• Good Is Bad: Causality Inspired Cloth-Debiasing for Cloth-Changing Person Re-Identification
  1 Jan 2023 1 repository listed
  Entangled representation of clothing and identity (ID)-intrinsic clues are potentially concomitant in conventional person Re-IDentification (ReID).
• Identity-Sensitive Knowledge Propagation for Cloth-Changing Person Re-identification
  25 Aug 2022 1 repository listed
  To mitigate the resolution degradation issue and mine identity-sensitive cues from human faces, we propose to restore the missing facial details using prior facial knowledge, which is then propagated to a smaller…
• Semantic-guided Pixel Sampling for Cloth-Changing Person Re-identification
  24 Jul 2021 1 repository listed
  The key to this task is to exploit cloth-irrelevant cues.
• Cloth-Changing Person Re-identification from A Single Image with Gait Prediction and Regularization
  29 Mar 2021 1 repository listed
  Specifically, we introduce Gait recognition as an auxiliary task to drive the Image ReID model to learn cloth-agnostic representations by leveraging personal unique and cloth-independent gait information, we name this…