CM-NAS: Cross-Modality Neural Architecture Search for Visible-Infrared Person Re-Identification

• Published in: Proceedings / IEEE International Conference on Computer Vision pp. 11803 - 11812
• Main Authors: Fu, Chaoyou, Hu, Yibo, Wu, Xiang, Shi, Hailin, Mei, Tao, He, Ran
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.01.2021
• Subjects: Benchmark testing; Codes; Computer architecture; Computer vision; Image and video retrieval; Manuals; Solids; Task analysis

Visible-Infrared person re-identification (VI-ReID) aims to match cross-modality pedestrian images, breaking through the limitation of single-modality person ReID in dark environment. In order to mitigate the impact of large modality discrepancy, existing works manually design various two-stream arc...