In this book Dr. Manoj S. Nagmode gives the approach for solving the problems of video surveillance systems. Introductory chapters provide the background needed for a solid understanding of the surveillance based system. This book is written to be used for the Researchers, to develop the new algorithms for improving the performance in terms of processing time and detection rate. In addition, extensive references give more resources to help in developing video surveillance based applications