2024
DOI: 10.1117/1.jei.33.1.013025
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Frontal-view gait recognition using discriminative dynamics feature representations and learning

Muqing Deng,
Yi Zou,
Wuqiao Zhu
et al.

Abstract: Gait recognition plays an important role in the area of biometric recognition. Despite that much progress has been made for gait recognition in recent years, most of them are based on lateral-view gait characteristics. These methods usually require a large data collection area to capture full gait sequences, which are only applicable in wide outdoor spaces. In this paper, we propose a new frontal-view method for human gait recognition based on gait dynamics and deep transfer learning. The frontal human silhoue… Show more

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