DocumentCode :
1347340
Title :
Combinative motion estimation algorithm and the corresponding architecture for complex motion phenomenon
Author :
Liu, Pei-Chuan ; Chang, Wen-Thong ; Shen, Wen-Zen
Author_Institution :
Inst. of Electron., Nat. Chiao Tung Univ., Hsinchu, Taiwan
Volume :
44
Issue :
1
fYear :
1998
fDate :
2/1/1998 12:00:00 AM
Firstpage :
108
Lastpage :
116
Abstract :
By combining the features of block matching algorithm and block recursive algorithm a new motion estimation method is proposed for the complex motion phenomenon. With the full searching procedure used in the block matching algorithm and the adaptive searching procedure used in the block recursive algorithm, the proposed combinative algorithm can estimate more complex motion parameters such as translation, zoom, rotation and image deformation resulting in a good performance. To reduce the computational complexity, the corresponding architecture of the combinative algorithm is also proposed. With this architecture the computation requirements can be largely reduced to make the proposed algorithm suitable for real time motion estimation
Keywords :
adaptive estimation; adaptive signal processing; computational complexity; image matching; motion estimation; recursive estimation; search problems; adaptive searching procedure; block matching algorithm; block recursive algorithm; combinative motion estimation algorithm; complex motion parameter estimation; complex motion phenomenon; computational complexity reduction; full searching procedure; image deformation; real time motion estimation; rotation; translation; zoom; Algorithm design and analysis; Computational complexity; Computer architecture; Deformable models; Hardware; Iterative algorithms; Iterative methods; Motion estimation; Recursive estimation; Shape;
fLanguage :
English
Journal_Title :
Consumer Electronics, IEEE Transactions on
Publisher :
ieee
ISSN :
0098-3063
Type :
jour
DOI :
10.1109/30.663736
Filename :
663736
Link To Document :
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