DocumentCode :
2826212
Title :
A New Recursive Search with Multi Stage Approach for Fast Block Based True Motion Estimation
Author :
Huska, Jozef ; Kulla, Peter
Author_Institution :
Slovak Univ. of Technol., Bratislava
fYear :
2007
fDate :
24-25 April 2007
Firstpage :
1
Lastpage :
6
Abstract :
In this paper a new fast block based motion estimation algorithm is presented. The new algorithm is based on well known diamond search with incorporated recursive and multi stage techniques. Its main benefit against other existing fast block based motion estimation algorithms is the ability to overcome the ambiguity in motion estimation (aperture problem, indeterminate flow vector in regions with constant brightness) that yield from optical flow equation. These problems are eliminated due to our new search strategy which employs fact that the image pixels corresponding to the same object projection all account similar movement. The algorithm with combined recursive and multi stage techniques is capable of estimating vector motion fields with eliminated chaotic motion fields and approaching true motion field.
Keywords :
block codes; chaos; image sequences; motion estimation; search problems; video coding; chaotic motion field; diamond search; fast block based true motion estimation; multistage search; optical flow equation; recursive search; video coding; Apertures; Brightness; Chaos; Computer vision; Equations; Image coding; Image motion analysis; Image segmentation; Motion estimation; Recursive estimation; Block based motion estimation; diamond search; multi stage search; recursive search; true motion field;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Radioelektronika, 2007. 17th International Conference
Conference_Location :
Brno
Print_ISBN :
1-4244-0821-0
Electronic_ISBN :
1-4244-0822-9
Type :
conf
DOI :
10.1109/RADIOELEK.2007.371467
Filename :
4234216
Link To Document :
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