Image region semantic enhancement and symmetric semantic completion for text-to-image person search

Abstract Mask learning has emerged as a promising approach for Text-to-Image Person Search (TIPS), yet it faces two key challenges: (1) There tends to be semantic inconsistency between image regions and text phrases. (2) Current approaches primarily focus on masking text tokens to facilitate cross-m...

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Bibliographic Details
Main Authors: Ting Tuo, Lijun Guo, Rong Zhang, Yirui Wang, Jiangbo Qian, Shangce Gao
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-00904-8
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