Lossless interframe image compression via context modeling

In this paper, we present an interband version of CALIC (context-based adaptive lossless image codec), a lossless image coding technique. It is demonstrated that CALIC's techniques of context-based modeling of images lend themselves easily to modeling of image sequences. The generalized interframe CALIC can exploit both interframe and intraframe statistical redundancies, and obtain significant compression gains over intraframe CALIC. The advantage of interframe CALIC is demonstrated by experimental results on different types of multispectral images.

[1]  Ziya Arnavut A remapping technique based on permutations for lossless compression of multispectral images , 1997, Proceedings DCC '97. Data Compression Conference.

[2]  Nasir D. Memon,et al.  Context-based, adaptive, lossless image coding , 1997, IEEE Trans. Commun..

[3]  J.M. Spring,et al.  Lossless compression of multispectral images with interband prediction error deltas , 1996, Conference Record of The Thirtieth Asilomar Conference on Signals, Systems and Computers.

[4]  S. Golomb Run-length encodings. , 1966 .

[5]  Xiaolin Wu,et al.  Lossless compression of continuous-tone images via context selection, quantization, and modeling , 1997, IEEE Trans. Image Process..

[6]  Glen G. Langdon,et al.  Centering of context-dependent components of prediction-error distributions of images , 1993, Optics & Photonics.

[7]  Jindi Wang,et al.  Spectral and spatial decorrelation of Landsat-TM data for lossless compression , 1995, IEEE Trans. Geosci. Remote. Sens..

[8]  Guillermo Sapiro,et al.  LOCO-I: a low complexity, context-based, lossless image compression algorithm , 1996, Proceedings of Data Compression Conference - DCC '96.

[9]  Xiaolin Wu,et al.  Interband coding extension of the new lossless JPEG standard , 1997, Electronic Imaging.

[10]  Solomon W. Golomb,et al.  Run-length encodings (Corresp.) , 1966, IEEE Trans. Inf. Theory.

[11]  J. Rissanen,et al.  Applications of universal context modeling to lossless compression of gray-scale images , 1995 .

[12]  Stephen R. Tate,et al.  Band ordering in lossless compression of multispectral images , 1997, Proceedings of IEEE Data Compression Conference (DCC'94).

[13]  Robert F. Rice,et al.  Some practical universal noiseless coding techniques , 1979 .

[14]  Jorma Rissanen,et al.  Universal coding, information, prediction, and estimation , 1984, IEEE Trans. Inf. Theory.