VehicleGAN: Pair-flexible Pose Guided Image Synthesis for Vehicle Re-identification

arXiv:2311.16278v3 Announce Type: replace
Abstract: Vehicle Re-identification (Re-ID) has been broadly studied in the last decade; however, the different camera view angle leading to confused discrimination in the feature subspace for the vehicles of various poses, is still challenging for the Vehicle Re-ID models in the real world. To promote the Vehicle Re-ID models, this paper proposes to synthesize a large number of vehicle images in the target pose, whose idea is to project the vehicles of diverse poses into …

abstract arxiv cs.cv discrimination feature however identification image promote synthesis type vehicles view world