Research Article
Moving Object Detection Using Incremental Statistical Mean Technique
@INPROCEEDINGS{10.1007/978-3-642-27308-7_21, author={Safvan Vahora and Narendra Chauhan and Nilesh Prajapati}, title={Moving Object Detection Using Incremental Statistical Mean Technique}, proceedings={Advances in Computer Science and Information Technology. Computer Science and Engineering. Second International Conference, CCSIT 2012, Bangalore, India, January 2-4, 2012. Proceedings, Part II}, proceedings_a={CCSIT PATR II}, year={2012}, month={11}, keywords={Background subtraction Incremental statistical mean Moving object detection Statistical mean technique Temporal difference}, doi={10.1007/978-3-642-27308-7_21} }- Safvan Vahora
Narendra Chauhan
Nilesh Prajapati
Year: 2012
Moving Object Detection Using Incremental Statistical Mean Technique
CCSIT PATR II
Springer
DOI: 10.1007/978-3-642-27308-7_21
Abstract
We propose a new approach for moving object detection. Moving object detection is low-level, important task for any visual surveillance system. The aim of this paper is to, to describe traditional approach of moving object detection techniques such as background subtraction, temporal difference, as well as pros and cons of these techniques. Finally, we propose the statistical mean technique to overcome the problem in traditional techniques. Since, simple statistical mean technique having disadvantages, to defeat those, we propose incremental statistical mean technique. Incremental statistical mean technique have need of computation to perform simultaneously, that requires parallel computation to speed up and reduce the computation complexity.