Title :
Adaptive Predictor Structures for Lossless Compression of Videos
Author :
Singla, Ashutosh ; Shukla, Jaya ; Tiwari, Anil Kumar ; Jaiswal, Sunil Prasad ; Jakhetiya, Vinit
Author_Institution :
LNMIIT, Jaipur, India
Abstract :
In this paper, we propose a prediction algorithm that uses adaptive predictor structures for lossless video coding. The proposed encoder finds cross-correlation coefficient (Rxy) between current frame and motion compensated previous frame and classifies the coefficient value into a small number of bins. For general videos, we propose four bins and associate different predictor structures with each of the bins. Similarly for medical videos, numbers of bins are three and each of these bins is associated with different predictor structures.
Keywords :
data compression; video coding; adaptive predictor structures; cross-correlation coefficient; current frame; lossless video coding; video lossless compression; Classification algorithms; Correlation; Data compression; Periodic structures; Prediction algorithms; Video coding; Videos; LS based predictor; Motion compensation; Pixel classification; Predictor structure;
Conference_Titel :
Data Compression Conference (DCC), 2012
Conference_Location :
Snowbird, UT
Print_ISBN :
978-1-4673-0715-4
DOI :
10.1109/DCC.2012.66