Feature Refinement and Filter Network for Person Re-Identification

• Published in: IEEE transactions on circuits and systems for video technology Vol. 31; no. 9; pp. 3391 - 3402
• Main Authors: Ning, Xin, Gong, Ke, Li, Weijun, Zhang, Liping, Bai, Xiao, Tian, Shengwei
• Format: Journal Article
• Language: English
• Published: New York IEEE 01.09.2021; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: attention; deep learning; Feature extraction; Image recognition; Information filters; Interference; Person re-identification; Person Search; Robustness; Task analysis; Training

In the task of person re-identification, the attention mechanism and fine-grained information have been proved to be effective. However, it has been observed that models often focus on the extraction of features with strong discrimination, and neglect other valuable features. The extracted fine-grai...