International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Call for Papers | Fully Refereed | Open Access | Double Blind Peer Reviewed

ISSN: 2319-7064


Downloads: 93 | Views: 339

M.Tech / M.E / PhD Thesis | Electronics & Communication Engineering | India | Volume 4 Issue 3, March 2015 | Popularity: 6.7 / 10


     

Saliency Technique for Efficient Back Ground Subtraction

Aiswarya Muralidharan, S. Sivakumar


Abstract: The key technique for automatic video analysis is Background subtraction, especially in the domain of video surveillance. In this paper Saliency detection can be used in background subtraction. The proposed method is effectively used in the case where the scene is highly changing or the camera is not moving. The separation of foreground and back ground regions within and across video frames is done by visual and motion saliency information. Input video contains all this information which can be extracted. The saliency induced features is effectively combined by conditional random field (CRF) which deals with unknown pose and scale variations of the foreground object. The method is computationally efficient, reliable, and simple to implement and thus it can be easily extended to various applications. It is effective in detecting saliency compared to various State-of-the-art methods.


Keywords: Saliency detection, change detection, Condition random field, background subtraction,


Edition: Volume 4 Issue 3, March 2015


Pages: 508 - 513



Make Sure to Disable the Pop-Up Blocker of Web Browser




Text copied to Clipboard!
Aiswarya Muralidharan, S. Sivakumar, "Saliency Technique for Efficient Back Ground Subtraction", International Journal of Science and Research (IJSR), Volume 4 Issue 3, March 2015, pp. 508-513, https://www.ijsr.net/getabstract.php?paperid=2031502, DOI: https://www.doi.org/10.21275/2031502



Similar Articles

Downloads: 117

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 4 Issue 2, February 2015

Pages: 2329 - 2333

Movement Detection Using Image Processing

Shweta S. K. Shirsagar, P. A. Ghonge

Share this Article

Downloads: 122

M.Tech / M.E / PhD Thesis, Electronics & Communication Engineering, India, Volume 3 Issue 11, November 2014

Pages: 220 - 224

Motion Object Detection in a Video Sequence Using Background Subtraction

Penchala Pranay, Adigoppula Sreeramulu

Share this Article

Downloads: 127

Research Paper, Electronics & Communication Engineering, India, Volume 2 Issue 8, August 2013

Pages: 151 - 157

Background Subtraction Algorithm for Moving Object Detection Using Denoising Architecture in FPGA

Anu Susan Philip

Share this Article

Downloads: 132

Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 5, May 2014

Pages: 201 - 206

Change Detection in Synthetic Aperture Radar Image based on Image Fusion and Fuzzy Clustering

Pooja H. M, Dhanushree M. C

Share this Article

Downloads: 132

Research Proposals or Synopsis, Electronics & Communication Engineering, India, Volume 5 Issue 3, March 2016

Pages: 1187 - 1201

Detection of Scene Change in Video

Chandra Shekhar Mithlesh, Dolley Shukla

Share this Article
Top