Image compression techniques for medical diagnostic imaging systems

As a result of recent technological advances, a significant (and increasing) number of the images in a typical radiology department are represented in digital form. This includes images that have been captured using digital imaging modalities such as computed tomography and magnetic resonance imaging as well as images that have been digitally converted from film originals as in computed radiography. To provide economical storage of such images and to allow for their efficient transmission over various networks, it becomes necessary to consider digital image compression techniques. In this article, the fundamental concepts of several popular reversible and nonreversible image compression schemes are reviewed. In addition, the performance of the schemes in terms of compression ratio and reconstructed image quality as applied to medical diagnostic images is investigated.

[1]  Thomas S. Huang Coding Of Two-Tone Images , 1975, Optics & Photonics.

[2]  R. R. Clarke Transform coding of images , 1985 .

[3]  David A. Huffman,et al.  A method for the construction of minimum-redundancy codes , 1952, Proceedings of the IRE.

[4]  A. Habibi Survey of Adaptive Image Coding Techniques , 1977, IEEE Trans. Commun..

[5]  Azriel Rosenfeld,et al.  Digital Picture Processing , 1976 .

[6]  A.N. Netravali,et al.  Picture coding: A review , 1980, Proceedings of the IEEE.

[7]  P. W. Jones,et al.  Digital Image Compression Techniques , 1991 .

[8]  P. Lux,et al.  Redundancy Reduction in Radiographic Pictures , 1977 .

[9]  N. Ahmed,et al.  Discrete Cosine Transform , 1996 .

[10]  M. Hankamer A Modified Huffman Procedure with Reduced Memory Requirement , 1979, IEEE Trans. Commun..

[11]  Anil K. Jain,et al.  Image data compression: A review , 1981, Proceedings of the IEEE.

[12]  Anil K. Jain Fundamentals of Digital Image Processing , 2018, Control of Color Imaging Systems.

[13]  Arun N. Netravali,et al.  Digital Pictures: Representation and Compression , 1988 .

[14]  J G Daugman,et al.  Information Theory and Coding , 1998 .

[15]  William K. Pratt,et al.  Scene Adaptive Coder , 1984, IEEE Trans. Commun..

[16]  Peter No,et al.  Digital Coding of Waveforms , 1986 .

[17]  Jay W. Schwartz,et al.  Bit-Plane Encoding: A Technique for Source Encoding , 1966, IEEE Transactions on Aerospace and Electronic Systems.

[18]  Morris Goldberg,et al.  Reduced-Difference Pyramid: A Data Structure For Progressive Image Transmission , 1989 .

[19]  M. Kunt,et al.  Block coding of graphics: A tutorial review , 1980, Proceedings of the IEEE.

[20]  Thomas S. Huang Coding of Two-Tone Images , 1977, IEEE Trans. Commun..

[21]  Hartwig R. Blume,et al.  Reversible And Irreversible Image Data Compression Using The S-transform and Lempel-Ziv Coding , 1989, Medical Imaging.

[22]  Jorma Rissanen,et al.  Compression of Black-White Images with Arithmetic Coding , 1981, IEEE Trans. Commun..

[23]  C. Smith,et al.  Adaptive Coding of Monochrome and Color Images , 1977, IEEE Trans. Commun..

[24]  R. Hunter,et al.  International digital facsimile coding standards , 1980, Proceedings of the IEEE.

[25]  J. H. Peters,et al.  Reversible intraframe compression of medical images. , 1988, IEEE transactions on medical imaging.