Multi-level Factorisation Net for Person Re-identification

• Published in: 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition pp. 2109 - 2118
• Main Authors: Chang, Xiaobin, Hospedales, Timothy M., Xiang, Tao
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.06.2018
• Subjects: Cameras; Computer architecture; Feature extraction; Frequency modulation; Semantics; Task analysis; Visualization

Key to effective person re-identification (Re-ID) is modelling discriminative and view-invariant factors of person appearance at both high and low semantic levels. Recently developed deep Re-ID models either learn a holistic single semantic level feature representation and/or require laborious human...