Title :
Hardware Accelerator for Dictionary-Based Compression of MMP Algorithm
Author :
de L Reis, Vanderson ; Moreno, Edward David ; De Carvalho, Murilo B.
Abstract :
The MMP is an algorithm for image compression which uses the multiscale method of recurrent patterns, based on dictionary. The MMP has compression ratio at the same level of others compression algorithms which are based on transforms, having been detached to images with high frequency, however its execution time has been shown high, by repeated searches of these patterns in dictionaries. In this paper we propose a parallel and dedication hardware to accelerate the execution of MMP, and it is implemented in FPGA, which performs the critical function in 340ns, achieving a speedup of 300 over software version.
Keywords :
data compression; dictionaries; embedded systems; field programmable gate arrays; image coding; parallel architectures; FPGA; MMP algorithm; dictionary based compression; hardware accelerator; image compression; software version; Field programmable gate arrays; Hardware; Image coding; Pixel; Software; Transform coding; Wavelet transforms; Embedded Systems; FPGA; Image Compression; Partition H/S; Pattern Multiscale Matching and Recurring;
Conference_Titel :
Computing Systems (WSCAD-SCC), 2010 11th Symposium on
Conference_Location :
Petropolis
Print_ISBN :
978-1-4244-8974-9
Electronic_ISBN :
978-0-7695-4274-4
DOI :
10.1109/WSCAD-SCC.2010.11