DocumentCode
3777116
Title
Real time saliency detection in videos using Motion Field entropy
Author
Krishna Reddy Konda;Harish S Bharadwaj;Kalpathi R Ramakrishnan
Author_Institution
Department of Electrical Engineering, IISc Bangalore, India
fYear
2015
Firstpage
1
Lastpage
4
Abstract
In this paper we propose a novel real time video sailency detection algorithm based on disorder in Motion Field. The proposed algorithm operates on the basic premise that higher disorder pertains to higher information in the scene. Based on the quantified value of the disorder, salient areas in the video frame are demarcated. In order to achieve real time operational capability, the algorithm operates in compressed H.264 domain rather than in pixel domain. The proposed algorithm has been evaluated on standard video sequences and results on real time video surveillance data are also presented.
Keywords
"Videos","Cameras","Entropy","Standards","Discrete cosine transforms","Video sequences","Surveillance"
Publisher
ieee
Conference_Titel
Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG), 2015 Fifth National Conference on
Type
conf
DOI
10.1109/NCVPRIPG.2015.7489940
Filename
7489940
Link To Document