Neural networks : the official journal of the International Neural Network SocietyHumansStochastic ProcessesInfrared RaysMachine LearningBiometric Identification
Stochastic style perturbation modelling for visible-Infrared person re-Identification with severely modality imbalance.
Haojie Liu, Zhiyong Li, Jianyang Gu, Mingyu Wang, Q M Jonathan Wu, Wei Jiang
Published: 202610.1016/j.neunet.2025.108206
Abstract
In this paper, we address the challenge of data imbalance in visible-infrared person re-identification (VI-ReID). Previous studies often presuppose a uniform distribution of training data across various modalities, however, due to constraints such as…
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