Camera Style Adaptation for Person Re-identification

• Published in: 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition pp. 5157 - 5166
• Main Authors: Zhong, Zhun, Zheng, Liang, Zheng, Zhedong, Li, Shaozi, Yang, Yi
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.06.2018
• Subjects: Cameras; Gallium nitride; Image color analysis; Image generation; Task analysis; Training

Being a cross-camera retrieval task, person re-identification suffers from image style variations caused by different cameras. The art implicitly addresses this problem by learning a camera-invariant descriptor subspace. In this paper, we explicitly consider this challenge by introducing camera styl...