Title :
Maximum Likelihood Rate Estimation: With Applications in Image and Video Compression
Author :
Minoo, Koohyar ; Nguyen, Truong
Author_Institution :
Univ. of California at San Diego, La Jolla
Abstract :
To overcome the computational complexity in making optimized rate-distortion coding decisions (due to the calculation of actual rate) we propose a rate estimation scheme based on the maximum likelihood parameter estimation (MLPE) method.
Keywords :
computational complexity; data compression; maximum likelihood estimation; rate distortion theory; video coding; computational complexity; image compression; maximum likelihood parameter estimation; maximum likelihood rate estimation; rate-distortion coding; video compression; Application software; Data compression; Entropy; Image coding; Maximum likelihood estimation; Quantization; Samarium; Video coding; Video compression; Videoconference; Image coding; Maximum Likelihood; Rate estimation; Rate-Distortion optimization; video coding;
Conference_Titel :
Data Compression Conference, 2008. DCC 2008
Conference_Location :
Snowbird, UT
Print_ISBN :
978-0-7695-3121-2
DOI :
10.1109/DCC.2008.98