LAUSR

Cloth-Changing Person Re-Identification With Noisy Patch Filtering

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1 Published in 2023 at "IEEE Signal Processing Letters"

DOI: 10.1109/lsp.2023.3262447

Abstract: Cloth-changing person re-identification (ReID) aims to recognize the identities of persons even when changing cloth. Even with the same person, changes in clothing can cause significant visual variations, making it challenging to identify them. Therefore,… read more here.

Keywords: cloth changing; person; reid; changing person ... See more keywords

Unified Stability and Plasticity for Lifelong Person Re-Identification in Cloth-Changing and Cloth-Consistent Scenarios

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0 Published in 2024 at "IEEE Transactions on Circuits and Systems for Video Technology"

DOI: 10.1109/tcsvt.2024.3399406

Abstract: Lifelong person re-identification (LReID) is developed for dynamic domains where domain distribution is constantly changing due to climate changes, scene changes, etc., and the data can only be collected for a specific scenario over a… read more here.

Keywords: knowledge; stability; plasticity; cloth consistent ... See more keywords

Masked Text Adversarial Training for Cloth-Changing Person Re-Identification

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0 Published in 2025 at "IEEE Transactions on Information Forensics and Security"

DOI: 10.1109/tifs.2025.3625662

Abstract: Cloth-Changing Person Re-Identification (CC-ReID) aims to match persons who have changed clothes over extended periods. The key challenge of CC-ReID lies in extracting features independent of clothing. In recent years, many studies have focused on… read more here.

Keywords: changing person; cloth changing; person identification;

Complementary Data Augmentation for Cloth-Changing Person Re-Identification

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1 Published in 2022 at "IEEE Transactions on Image Processing"

DOI: 10.1109/tip.2022.3183469

Abstract: This paper studies the challenging person re-identification (Re-ID) task under the cloth-changing scenario, where the same identity (ID) suffers from uncertain cloth changes. To learn cloth- and ID-invariant features, it is crucial to collect abundant… read more here.

Keywords: cloth changing; person identification; data augmentation; augmentation ... See more keywords

Pose-Guided Attention Learning for Cloth-Changing Person Re-Identification

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0 Published in 2024 at "IEEE Transactions on Multimedia"

DOI: 10.1109/tmm.2023.3334975

Abstract: The change in appearance is a great challenge for cloth-changing person re-identification. Existing methods tackle this challenge by learning the shape features of the human body, however, these features are easily affected by the human… read more here.

Keywords: person; changing person; person identification; attention learning ... See more keywords