Adversarially-trained Hierarchical Feature Extractor for Vehicle Re-identification

Pranjay Shyam,Kuk-Jin Yoon,Kyung-Soo Kim,Pranjay Shyam,Kuk-Jin Yoon,Kyung-Soo Kim

Vehicle Re-identification (Re-ID) aims to retrieve all instances of query vehicle images present in an image pool. However viewpoint, illumination, and occlusion variations along with subtle differences between two unique images pose a significant challenge towards achieving an effective system. In this paper, we emphasize upon enhancing the performance of visual feature based ReID system by impro...