Downloads: 93
M.Tech / M.E / PhD Thesis | Electronics & Communication Engineering | India | Volume 4 Issue 3, March 2015
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
Similar Articles with Keyword 'change detection'
Downloads: 132
Research Paper, Electronics & Communication Engineering, India, Volume 3 Issue 5, May 2014
Pages: 201 - 206Change Detection in Synthetic Aperture Radar Image based on Image Fusion and Fuzzy Clustering
Pooja H. M | Dhanushree M. C
Downloads: 132
Research Proposals or Synopsis, Electronics & Communication Engineering, India, Volume 5 Issue 3, March 2016
Pages: 1187 - 1201Detection of Scene Change in Video
Chandra Shekhar Mithlesh | Dolley Shukla