Utilizing Spatio Temporal Gait Pattern and Quadratic SVM for Gait Recognition

• Published in: Electronics (Basel) Vol. 11; no. 15; p. 2386
• Main Authors: Masood, Hajra, Farooq, Humera
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 01.08.2022
• Subjects: Adaptability; Adaptation; Age groups; Biometric identification; Biometrics; Cameras; Classifiers; Datasets; Discriminant analysis; Feature extraction; Gait recognition; Gender; Locomotion; Motion simulation; Support vector machines; Surveillance; Video

This study aimed to develop a vision-based gait recognition system for person identification. Gait is the soft biometric trait recognizable from low-resolution surveillance videos, where the face and other hard biometrics are not even extractable. The gait is a cycle pattern of human body locomotion...