Cross-Scale Transformer-Based Matching Network for Generalizable Person Re-Identification

• Published in: IEEE access Vol. 13; pp. 47406 - 47417
• Main Authors: Xiao, Junjie, Jiang, Jinhua, Huang, Jianyong, Hu, Wei, Zhang, Wenfeng
• Format: Journal Article
• Language: English
• Published: IEEE 2025
• Subjects: Accuracy; Adaptation models; Convolution; cross-scale local respondence; deep image matching; deformable convolution; Domain generalization; Feature extraction; Identification of persons; Image matching; Image segmentation; Pedestrians; person re-identification; Transformers

While the person re-identification (Re-ID) task has made significant progress in closed-set setting in recent years, its generalizability to unknown domains continues to be limited. To tackle the issue, the domain generalization (DG) Re-ID task has been proposed. The current state-of-the-art approac...