International Journal of Advanced Research in Computer Science & Technology (IJARCST)
In the video sequence human faces have unlimited orientations and positions so face detection and clustering is very important. In this paper, the author have proposed a method to cluster human faces from the video sequence based on Spatio Temporal method. The proposed method is based on three main stages. The author have used a face detector to localize faces in all frames of the video and extract various features of the detections. Face detection is done by using viola jones detector and feature extraction is done by using SURF detector.