GaitDONet: Gait Recognition Using Deep Features Optimization and Neural Network

• Published in: Computers, materials & continua Vol. 75; no. 3; pp. 5087 - 5103
• Main Authors: Attique Khan, Muhammad, Khan, Awais, Alhaisoni, Majed, Alqahtani, Abdullah, Armghan, Ammar, A. Althubiti, Sara, Alenezi, Fayadh, Mey, Senghour, Nam, Yunyoung
• Format: Journal Article
• Language: English
• Published: Henderson Tech Science Press 2023
• Subjects: Algorithms; Correlation analysis; Datasets; Deep learning; Feature extraction; Gait; Gait recognition; Machine learning; Neural networks; Optimization; Walking

Human gait recognition (HGR) is the process of identifying a subject (human) based on their walking pattern. Each subject is a unique walking pattern and cannot be simulated by other subjects. But, gait recognition is not easy and makes the system difficult if any object is carried by a subject, suc...