DocumentCode :
1572781
Title :
A Directional & Adaptive Diamond Search by Adaptive Pattern Switching with a Predicted Motion Vector
Author :
Jong-Ho Kim ; Byung-Gyu Kim ; Suk-Kyu Song ; Chang-Sik Cho
fYear :
2006
Firstpage :
2357
Lastpage :
2360
Abstract :
We propose a simple fast block-matching algorithm (BMA) based on the direction of the predicted motion vector called directional & adaptive diamond search by adaptive pattern switching (DADS-APS). The proposal method has two sequential search steps, including 1) an initial search, and 2) a refinement search for the local area. Adaptive pattern switching (APS) is proposed for the initial search and a unit-size rood pattern is used for the refinement. The initial search step consists of pattern size determination and selection of a pattern shape. We use an adaptive pattern size that is adjusted by the amount of motion. This method is superior to a fixed-pattern size algorithm, regardless of the amount of motion. In video sequences, each motion has a unique direction. Using this property, we use adaptive pattern switching between ARPS and DADS. APS considers the motion direction so we can easily and correctly find the minimal matching error (MME) point with less error distortion. APS can thus reduce the number of poorly related search points. Analysis shows that DADS-APS exhibits good PSNR performance and the average number of search points compares favorably with other methods.
Keywords :
image matching; image sequences; motion estimation; video signal processing; BMA; DADS-APS; MME; adaptive pattern switching; block-matching algorithm; directional & adaptive diamond search; minimal matching error; motion vector prediction; video sequence; Communication switching; Error correction; Mobile communication; Multimedia communication; PSNR; Pattern matching; Signal processing algorithms; Telecommunication switching; Testing; Video sequences; Pattern matching; Video coding; Video signal processing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing, 2006 IEEE International Conference on
Conference_Location :
Atlanta, GA
ISSN :
1522-4880
Print_ISBN :
1-4244-0480-0
Type :
conf
DOI :
10.1109/ICIP.2006.312899
Filename :
4107040
Link To Document :
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