International Journal of Computer Science & Engineering Technology (IJCSET)
In order to enhance the surveillance system, detecting human and acceding their behavior is a must requirement. This paper is presenting a methodology towards improvement of human detection approaches. Human dataset is created through 2D images by developing feature vector of humans using various image processing techniques in order to extract the human contours from the environment. As per the studies head is a most distinct part of human, head features are extracted to train the neural network and make it able to perform classification between human and a non-human entity.