Design and Implementation of Secure System for Human Identification by Using Face and Gait Biometrics
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2016, Vol 4, Issue 9
Abstract
In surveillance system, the identification of face and gait in video has received in sufficient attention. They have challenges in identification problems due to their large varying appearance and high complex pattern distributions. This paper introduces the face and gait identification system by feature extraction from their images and fusion of them. For face identification, the image captured by camera and that face image is represented by active lines face landmark points (ALFLP) feature vector. For gait, the gait identification is at a distance. Information utilized for the certain distinct phases and stances. The gait image is represented by active horizontal level (AHL) feature vector. The feature vectors of face and gait are fused by using effective fusion method. The experimental results expose the effectiveness of our proposed method against other identification methods to achieve better accuracies.
Authors and Affiliations
Pranita H. Jadhav, Rajaram D. Patil
Keywords
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