Title :
Comparative investigation of a non-linear predictive codec versus JPEG lossless compression
Author :
Jiang, J. ; Lo, M.
Author_Institution :
Dept. of Comput. Studies, Loughborough Univ., UK
Abstract :
A non-linear predictive coding based algorithm is proposed for lossless image compression. The algorithm uses two neighbouring pixels, one left and the other top, as a pioneering block to search for the best matched blocks inside a pre-defined window. The corresponding pixels associated with the best matched blocks are then taken to produce the predictive value, together with the two pioneering pixels. Comparative investigation is carried out by experiments which show clearly that the proposed algorithm outperform JPEG lossless compression mode
Keywords :
code standards; codecs; data compression; image coding; image matching; prediction theory; search problems; JPEG lossless compression; JPEG lossless compression mode; experiments; lossless image compression; matched blocks; neighbouring pixels; nonlinear predictive codec; nonlinear predictive coding algorithm; pioneering pixels; pre-defined window; predictive value; Codecs; Dictionaries; Entropy coding; Image coding; Image storage; Pixel; Prediction algorithms; Predictive coding; Probability distribution; Transform coding;
Conference_Titel :
Acoustics, Speech and Signal Processing, 1998. Proceedings of the 1998 IEEE International Conference on
Conference_Location :
Seattle, WA
Print_ISBN :
0-7803-4428-6
DOI :
10.1109/ICASSP.1998.678068