Title :
H.264 visually lossless compressibility index: Psychophysics and algorithm design
Author :
Moorthy, Anush Krishna ; Bovik, Alan Conrad
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Texas at Austin, Austin, TX, USA
Abstract :
Although the term `visually lossless´ (VL) has been used liberally in the video compression literature, there does not seem to be a systematic evaluation of what it means for a video to be compressed visually lossless-ly. Here, we undertake a psychovisual study to infer the visually lossless threshold for H.264 compression of videos spanning a wide range of contents. Based on results from this study, we then propose a compressibility index which provides a measure of the appropriate bit-rate for VL H.264 compression of a video given texture (i.e., spatial activity) and motion (i.e., temporal activity) information. This compressibility index has been made available online at [1] in order to facilitate practical application of the research presented here and to further research in the area of VL compression.
Keywords :
data compression; video coding; H.264 compression; compressibility index; psychophysics; psychovisual study; spatial activity; temporal activity; video compression literature; video spanning; visually lossless threshold; Biomedical imaging; Image coding; Indexes; Loss measurement; Motion measurement; Support vector machines; Visualization;
Conference_Titel :
IVMSP Workshop, 2011 IEEE 10th
Conference_Location :
Ithaca, NY
Print_ISBN :
978-1-4577-1284-5
DOI :
10.1109/IVMSPW.2011.5970364