Title :
Lossless Video Sequence Compression Using Adaptive Prediction
Author :
Li, Ying ; Sayood, Khalid
Author_Institution :
Dept. of Electr. Eng., Nebraska Univ., Lincoln, NE
fDate :
4/1/2007 12:00:00 AM
Abstract :
We present an adaptive lossless video compression algorithm based on predictive coding. The proposed algorithm exploits temporal, spatial, and spectral redundancies in a backward adaptive fashion with extremely low side information. The computational complexity is further reduced by using a caching strategy. We also study the relationship between the operational domain for the coder (wavelet or spatial) and the amount of temporal and spatial redundancy in the sequence being encoded. Experimental results show that the proposed scheme provides significant improvements in compression efficiencies
Keywords :
adaptive codes; data compression; sequential codes; video coding; wavelet transforms; adaptive lossless video compression; adaptive prediction; caching strategy; lossless video sequence compression; predictive coding; sequential code; spatial redundancy; temporal redundancy; Degradation; Image coding; Motion compensation; Prediction algorithms; Redundancy; Video coding; Video compression; Video sequences; Wavelet domain; Wavelet transforms; Integer wavelet transform (IWT); lossless video coding; pixel prediction; Algorithms; Artifacts; Data Compression; Image Enhancement; Image Interpretation, Computer-Assisted; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted;
Journal_Title :
Image Processing, IEEE Transactions on
DOI :
10.1109/TIP.2006.891336