Cross-domain Person Re-Identification with Identity-preserving Style Transfer

Although great successes have been achieved recently in person re-identification (re-ID), there are still two major obstacles restricting its real-world performance: large variety of camera styles and a limited number of samples for each identity. In this paper, we propose an efficient and scalable framework for cross-domain re-ID tasks. Single-model style transfer and pairwise comparison are seam...