Title :
Fast and Context-Free Lossless Image Compression Algorithm Based on JPEG-LS
Author :
Gera, Yurij ; Wang, Zhe ; Simon, Sven ; Richter, Thomas
Author_Institution :
Dept. of Parallel Syst., Univ. of Stuttgart, Stuttgart, Germany
Abstract :
While the context-based entropy coding and bias cancellation steps in the JPEG-LS standard are key features to its compression performance, these steps also enlarge the memory footprint, create dependencies in the data path of implementations and hence limit parallelism in modern multi-core or GPU architectures, and the throughput in hardware implementations. In the proposed modification of JPEG-LS, such most expensive parts with respect to memory space requirements and computational complexity are omitted.
Keywords :
graphics processing units; image coding; multiprocessing systems; GPU architecture; JPEG-LS standard; bias cancellation steps; computational complexity; context-based entropy coding; context-free lossless image compression algorithm; memory footprint; memory space requirement; multicore architecture; Image coding; Laplace equations; Standardization; Throughput; Transform coding; JPEG-LS; adaptive coding; context modelling; low complexity;
Conference_Titel :
Data Compression Conference (DCC), 2012
Conference_Location :
Snowbird, UT
Print_ISBN :
978-1-4673-0715-4
DOI :
10.1109/DCC.2012.64