Applying a Deep Learning Neural Network to Gait-Based Pedestrian Automatic Detection and Recognition

Applying a Deep Learning Neural Network to Gait-Based Pedestrian Automatic Detection and Recognition

Gait recognition is a noncontact biometric procedure that determines the identity or health status of a person by analyzing his or her walking posture and habits, including skeletal and joint movements. The most remarkable feature of this method is the possibility of conducting recognition without d...

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Bibliographic Details
Main Authors: Chih-Lung Lin, Kuo-Chin Fan, Chin-Rong Lai, Hsu-Yung Cheng, Tsung-Pin Chen, Chao-Ming Hung
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Applied Sciences
Subjects:
artificial intelligence
convolution neural network
FlowNet
pedestrian recognition
Wide ResNet
YOLO
Online Access:https://www.mdpi.com/2076-3417/12/9/4326

Internet

https://www.mdpi.com/2076-3417/12/9/4326

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