Pedestrian re-identification method and device based on pedestrian re-identification model, and storage medium

• Main Authors: SONG YUPENG, GAO XIAOXIN, HE FAZHI, SI TONGZHEN
• Format: Patent
• Language: Chinese; English
• Published: 25.03.2022
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; HANDLING RECORD CARRIERS; PHYSICS; PRESENTATION OF DATA; RECOGNITION OF DATA; RECORD CARRIERS

The invention discloses a pedestrian re-identification method based on a pedestrian re-identification model, computer equipment and a computer readable storage medium. The method comprises the following steps: through randomly selecting a to-be-trained pedestrian image, a preset feature extraction module, a preset local correlation attention module and a preset overall correlation attention module, obtaining an optimized pedestrian feature of the to-be-trained pedestrian image and an optimized pedestrian feature optimization preset depth model with overall correlation; and generating a pedestrian re-identification model to obtain a pedestrian identification result of the to-be-tested pedestrian image, thereby realizing learning of dependency between the pedestrian images and dependency in the images through a deep model, fusing the dependency between the images and the dependency in the images into a network structure, learning robustness features of the pedestrian images, and improving the robustness of the