Intelligent Surveillance Camera using PCA
Fizza Naz, Syed Zulqadar Hassan, Amir Zahoor, Muhammad Tayyeb, Tariq Kamal, Muhammad Abbas Khan, Umar Riaz · 2019
Face detection, recognition and tracking of the moving face have been progressive areas of research. Intelligent surveillance camera points out a process that figure out a human face from different objects, recognize the person. This paper presents the methods for detecting and recognizing the person. Viola Jones algorithm, a method is used all around the world for face detection as well as object detection has been used for face detection. Principal component analysis, an analytical approach that is utilized to analyze correlations between a variety of variables and also explains these variables in terms of a lesser variables known as principal components that have very low information loss, has been utilized for face recognition. The efficiency of face recognition has been recorded up to 81%.