Learning adaptive shift and task decoupling for discriminative one-step person search

Qixian Zhang, Duoqian Miao, Qi Zhang, Changwei Wang, Yanping Li, Hongyun Zhang, Cairong Zhao

Abstract: Highlights•Adaptive Shift and Task Decoupling method extracts highly discriminative features.•Scale-Aware Transformer effectively handles scale and occlusion variations.•Task Decoupling Mechanism separates detection and re-identification tasks.•Adaptive Shift Augmentation dynamically adjusts for precise feature capture.

External IDs:doi:10.1016/j.knosys.2024.112483