Arithmetic coding for data compression
Communications of the ACM
ICIP '95 Proceedings of the 1995 International Conference on Image Processing (Vol. 1)-Volume 1 - Volume 1
Journal of Complexity
Correlation-based approach to color image compression
Image Communication
Reordering columns for smaller indexes
Information Sciences: an International Journal
Low-rate and flexible image coding with redundant representations
IEEE Transactions on Image Processing
Very low bit-rate video coding based on matching pursuits
IEEE Transactions on Circuits and Systems for Video Technology
Modulus quantization for matching-pursuit video coding
IEEE Transactions on Circuits and Systems for Video Technology
Matching pursuits video coding: dictionaries and fast implementation
IEEE Transactions on Circuits and Systems for Video Technology
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We present and evaluate a novel idea for scalable lossy colour image coding with Matching Pursuit (MP) performed in a transform domain. The idea is to exploit correlations in RGB colour space between image subbands after wavelet transformation rather than in the spatial domain. We propose a simple quantisation and coding scheme of colour MP decomposition based on Run Length Encoding (RLE) which can achieve comparable performance to JPEG 2000 even though the latter utilises careful data modelling at the coding stage. Thus, the obtained image representation has the potential to outperform JPEG 2000 with a more sophisticated coding algorithm.