scispace - formally typeset
Proceedings ArticleDOI

Unsharp masking and its inverse processing integrated in a compression/decompression scheme: application to cardiac angiograms

Reads0
Chats0
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 technique

read more

Citations
More filters
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
More filters
Journal ArticleDOI

MPEG: a video compression standard for multimedia applications

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.
Book

Uncertain dynamic systems

Journal ArticleDOI

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.