DROP: Decouple Re-Identification and Human Parsing with Task-specific Features for Occluded Person Re-identification

1 code implementation • 31 Jan 2024 • Shuguang Dou, Xiangyang Jiang, Yuanpeng Tu, Junyao Gao, Zefan Qu, Qingsong Zhao, Cairong Zhao

Unlike mainstream approaches using global features for simultaneous multi-task learning of ReID and human parsing, or relying on semantic information for attention guidance, DROP argues that the inferior performance of the former is due to distinct granularity requirements for ReID and human parsing features.

Human Parsing Multi-Task Learning +1