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