Title :
An investigation of JPEG image and video compression using parallel processing
Author :
Cook, Gregory W. ; Delp, Edward J.
Author_Institution :
Sch. of Electr. Eng., Purdue Univ., West Lafayette, IN, USA
Abstract :
The problem inherent with any digital image (or digital video) system is the large amount of bandwidth required for transmission or storage. This has driven the research area of image compression to develop more complex algorithms that compress images to lower data rates with better fidelity. One approach that can be used to increase the execution speed of these complex algorithms is through the use of parallel processing. In this paper we address one aspect of the parallel implementation of the JPEG still image compression standard on the MasPar MP-1, a massively parallel SIMD computer. We develop a novel byte alignment algorithm used to efficiently output compressed data from the parallel system
Keywords :
computational complexity; data compression; image coding; parallel algorithms; telecommunication standards; video coding; JPEG; MasPar MP-1; bandwidth; byte alignment algorithm; complex algorithms; data rates; digital image; digital video; execution speed; fidelity; image compression; massively parallel SIMD computer; parallel processing; still image compression standard; storage; transmission; video compression; Bandwidth; Concurrent computing; Digital images; Image coding; Image processing; Image storage; Parallel algorithms; Parallel processing; Transform coding; Video compression;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1994. ICASSP-94., 1994 IEEE International Conference on
Conference_Location :
Adelaide, SA
Print_ISBN :
0-7803-1775-0
DOI :
10.1109/ICASSP.1994.389394