From attributes to natural language: A survey and foresight on text-based person re-identification

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Fanzhi Jiang, Su Yang, Mark W. Jones, Liumei Zhang

Published: 01 Jun 2025, Last Modified: 04 Nov 2025Information FusionEveryoneRevisionsCC BY-SA 4.0
Abstract: Highlights•The most comprehensive survey of text-based person re-identification to date.•A novel taxonomy for text-based person re-identification from different dimensions.•Challenges in text-based person re-ID are analyzed, with future directions given.•A open-world baseline for text-based pedestrian image generation guided Re-ID.