Title :
Comparative Study of Block Matching Techniques Used in Video Images Motions Estimation
Author :
Laidi, K. ; Bailiche, M.A. ; Mehenni, M.
Author_Institution :
UWE, Bristol
Abstract :
The purpose of this work consists in a comparative study between block matching search algorithms, used in video images motion estimation. Exploiting the temporal correlation between two successive sequence frames we can reduce enormously the memory space needed for image registration. In this context, we have applied and compared different algorithms of search used in block matching technique. These algorithms include full search algorithm, three steps search algorithm, new three steps search algorithm, four steps algorithm, diamond search algorithm and minimum search algorithm. The performance of an algorithm is a compromise between the pick signal to noise ratio and the computing search time of the algorithm.
Keywords :
image registration; image sequences; motion estimation; search problems; block matching search algorithms; block matching techniques; diamond search algorithm; full search algorithm; image registration; memory space; minimum search algorithm; steps search algorithm; successive sequence frames; temporal correlation; video images motion estimation; Area measurement; Computational complexity; Frequency selective surfaces; High performance computing; Image coding; Image processing; Image registration; Image sequences; Motion estimation; Signal to noise ratio; Motion estimation; block matching; video image;
Conference_Titel :
Image and Signal Processing and Analysis, 2007. ISPA 2007. 5th International Symposium on
Conference_Location :
Istanbul
Print_ISBN :
978-953-184-116-0
DOI :
10.1109/ISPA.2007.4383659