Title :
Fast Implementation of Block Motion Estimation Algorithms in Video Encoders
Author :
Koduri, N.R. ; Dlodlo, M.E. ; De Jager, G. ; Ferguson, K.L.
Author_Institution :
Dept. of Electr. Eng., Univ. of Cape Town, Rondebosch, South Africa
Abstract :
Block matching algorithms (BMA) are central to optimal frame prediction for motion estimation in video compression. This paper focuses on the efficiency of Hierarchical Search (HS) algorithms. The research proposed two new combinations of fast algorithms like Small Diamond-shaped Search Pattern (SDSP) and Square-Shaped Search Pattern (SSSP) with a three-level Hierarchical algorithm at different levels of hierarchy. The computational complexity and efficiency for each combination algorithm were of interest. Simulation results show that the developed combination algorithms, Hierarchical search with SDSP (HSD) and Hierarchal search with SDSP and SSSP (HSD+SQ) are around 10% faster than the classic hierarchical algorithm with either slight improvement or no significant change in video quality when compared to general HS algorithm.
Keywords :
computational complexity; image matching; motion estimation; video codecs; video coding; SDSP; SSSP; block matching algorithms; block motion estimation algorithms; computational complexity; hierarchical search algorithms; small diamond-shaped search pattern; square-shaped search pattern; video compression; video encoders; Algorithm design and analysis; Diamond-like carbon; Motion estimation; PSNR; Prediction algorithms; Q factor; Video sequences; Block matching; Hierarchical combinational algorithms; Multi-resolution algorithms;
Conference_Titel :
Data Compression, Communications and Processing (CCP), 2011 First International Conference on
Conference_Location :
Palinuro
Print_ISBN :
978-1-4577-1458-0
Electronic_ISBN :
978-0-7695-4528-8
DOI :
10.1109/CCP.2011.19