A Color/Illuminance Aware Data Augmentation and Style Adaptation Approach to Person Re-Identification

A Color/Illuminance Aware Data Augmentation and Style Adaptation Approach to Person Re-Identification

Person re-identification problems usually suffer from large subject appearance variations and limited training data. This paper proposes a novel physically motivated Color/Illuminance-Aware data-augmentation (CIADA) scheme and a style-adaptive fusion approach to address these issues. The CIADA schem...

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Bibliographic Details
Main Authors: Zhouchi Lin, Chenyang Liu, Wenbo Qi, S. C. Chan
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Data augmentation
local metric learning
small sample size problem
person re-identification
Online Access:https://ieeexplore.ieee.org/document/9497884/

Internet

https://ieeexplore.ieee.org/document/9497884/

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