I. Introduction
With the continuous development and maturation of computer vision technologies and algorithms, intelligent video surveillance systems have gradually been equipped with functionalities such as pedestrian detection, tracking, identity recognition, and attribute recognition. As a critical supporting technology for pedestrian tracking and identity recognition functions in intelligent video surveillance systems, Person Re-Identification (ReID or Person Re-ID) technology plays a vital role in tracking wanted criminals, finding missing people, and investigating epidemic processes [1].