DocumentCode :
2043193
Title :
Novel block matching algorithm using predictive motion vector for video object tracking based on color histogram
Author :
Chitaliya, N.G. ; Trivedi, A.I.
Author_Institution :
Electron. & Commun. Eng. Dept., Sardar Vallabhbhai Patel Inst. of Technol., Vasad, India
Volume :
5
fYear :
2011
fDate :
8-10 April 2011
Firstpage :
81
Lastpage :
85
Abstract :
Block matching motion estimation plays significant role for video processing and Computer Vision. Various methods based on mean shift and particle trackers are used to track the object on video sequence. Block matching algorithm is normally used for video compression technique. A novel, simple and fast block matching algorithm has been proposed using predictive motion vector for object tracking. Color histogram is used for matching criteria for the motion tracking. The proposed algorithm is considered with a flexible size of block as well as pixel displacement. Also early termination of the object as well as object out of boundary is considered. Experiments were conducted on different types of real world movie sequences.
Keywords :
data compression; image colour analysis; image matching; image sequences; motion estimation; target tracking; video coding; block matching motion estimation; color histogram; computer vision; mean shift; motion tracking; movie sequences; particle trackers; pixel displacement; predictive motion vector; video compression technique; video object tracking; video processing; video sequence; Algorithm design and analysis; Histograms; Image color analysis; Motion estimation; Prediction algorithms; Target tracking; Block matching; Color Histogram; Motion Estimation; object tracking;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electronics Computer Technology (ICECT), 2011 3rd International Conference on
Conference_Location :
Kanyakumari
Print_ISBN :
978-1-4244-8678-6
Electronic_ISBN :
978-1-4244-8679-3
Type :
conf
DOI :
10.1109/ICECTECH.2011.5941961
Filename :
5941961
Link To Document :
بازگشت