HOG and Haar Feature Extraction‐Based Security System for Face Detection and Counting

Summary

Several surveillance‐based people‐counting frameworks have been proposed to track multiple people in real‐time. However, the framework needs accurate and real‐time performance to count how many people are present at a particular moment in a particular frame. So, our counting framework automatically detects each person's face and takes instantaneous decisions to count the number of persons in front of the camera or with a set of images. The work of individual counting can be done in two broad ways: First is the detection of faces; it will be compulsory to detect the faces. The second is the counting approach used to track and count the number of persons on that frame.