Title :
A class of compression systems with model-free encoding
Author :
Ying-Zong Huang ; Wornell, Gregory W.
Author_Institution :
Dept. Electr. Eng. & Comput. Sci., Massachusetts Inst. of Technol., Cambridge, MA, USA
Abstract :
Practical compression systems are constrained by their bit-stream standards, which define the source model together with the coding method used. We introduce a model-free coding architecture that separates the two aspects of compression and allows the design of potentially more powerful source models, as well as more flexible use of the compressed information stream. We show that this architecture is capable of producing competitive performance while supporting new use cases.
Keywords :
decoding; parity check codes; source coding; LDPC codes; bit-stream standards; compressed information stream; compression systems; model-free encoding architecture; source model; Computational modeling; Decoding; Encoding; Entropy; Image coding; Iterative decoding;
Conference_Titel :
Information Theory and Applications Workshop (ITA), 2014
Conference_Location :
San Diego, CA
DOI :
10.1109/ITA.2014.6804206