Proceedings ArticleDOI
Unsharp masking and its inverse processing integrated in a compression/decompression scheme: application to cardiac angiograms
Patricia V. Beretta,Rémy Prost +1 more
- Vol. 2431, pp 233-244
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TLDR
A compression scheme based on full-frame DCT which allows the integration of enhancement in the codec and an inverse filter is studied and integrated in the decompression process, so that a non-enhanced image can be derived after enhancement and compression.Abstract:
Image data compression can be useful for storage or transmission of cardiac angiograms In clinical systems, images are recorded in a `raw' format, and are usually processed with an edge enhancement filter to improve the visibility of medical information The raw images are needed for other processing including quantitative measurements, and their enhanced version is used for display We report on a compression scheme based on full-frame DCT which allows the integration of enhancement in the codec We investigated whether the raw or the enhanced image should be compressed We studied an inverse filter and integrated it in the decompression process, so that a non-enhanced image can be derived after enhancement and compression The de-enhancement filter acts as a low pass filter for the quantization noise We proposed to improve the inverse filter using a regularized signal restoration techniqueread more
Citations
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Journal ArticleDOI
3D medical image coding using separable 3D wavelet decomposition and lattice vector quantization
TL;DR: A separable 3D wavelet, taking full advantage of the 3D structures correlation, decomposes the original volume into subvolumes which can be separately quantized by a uniform scalar quantizer or by a 3D lattice vector quantizer.
Compression of 2-D biomedical images
TL;DR: This chapter is a review of some basic 2D compression methods which are frequently applied to medical images and some specific methods applied to specific images have been specially developed in order to optimize both the compression rates and the quality of the re-constructed image.
References
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TL;DR: Design of the MPEG algorithm presents a difficult challenge since quality requirements demand high compression that cannot be achieved with only intraframe coding, and the algorithm’s random access requirement is best satisfied with pure intraframes coding.
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A regularized iterative image restoration algorithm
TL;DR: The adaptively restored images have better quality than the nonadaptively restored ones based on visual observations and on an objective criterion of merit which accounts for the noise masking property of the visual system.
Journal ArticleDOI
Reversible intraframe compression of medical images
TL;DR: It appears that a hierarchical decorrelation method based on interpolation (HINT) outperforms all other methods considered and is presented in terms of entropy.