Image coding with modulated wavelets
Pattern Recognition Letters
Set Partition Coding: Part I of Set Partition Coding and Image Wavelet Coding Systems
Foundations and Trends in Signal Processing
2-stage fault tolerant interval group testing
ISAAC'07 Proceedings of the 18th international conference on Algorithms and computation
Overlaps help: improved bounds for group testing with interval queries
COCOON'05 Proceedings of the 11th annual international conference on Computing and Combinatorics
ICCS'05 Proceedings of the 5th international conference on Computational Science - Volume Part II
General Theory of Information Transfer and Combinatorics
Group testing with multiple mutually-obscuring positives
Information Theory, Combinatorics, and Search Theory
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This paper presents group testing for wavelets (GTW), a novel embedded-wavelet-based image compression algorithm based on the concept of group testing. We explain how group testing is a generalization of the zerotree coding technique for wavelet-transformed images. We also show that Golomb coding is equivalent to Hwang's group testing algorithm (Du and Hwang 1993). GTW is similar to SPIHT (Said and Pearlman 1996) but replaces SPIHT's significance pass with a new group testing based method. Although no arithmetic coding is implemented, GTW performs competitively with SPIHT's arithmetic coding variant in terms of rate-distortion performance.