Title :
A framework for progressive medical image transmission and compression
Author :
Dilmaghani, R. ; Ahmadian, A. ; Oghabian, M.
Author_Institution :
Dept. of Biophys. & Biomed. Syst., Tehran Univ. of Med. Sci., Iran
Abstract :
Digital radiology places very high demands on the networking and digital storage infrastructure of hospitals. In addition to having quite stringent requirements on the quality of the images displayed to the radiologist, much of the technical challenge resides in the necessity of displaying desired images as rapidly as possible. We present an infrastructure for progressive transmission and compression of medical images, which can refine an initial image by increasing the detail information not only in scale-space, but also in coefficient precision. The approach is based on the embedded zerotree wavelet (EZW) algorithm. This algorithm offers a tremendous amount of flexibility in meeting the bandwidth and image quality constraints in a radiological imaging environment. We propose an application of the EZW algorithm in progressive medical image transmission in which it can specify and control the resolution constraint. The presented method can provide a framework for lossy image compression, with performance far superior to those provided by the standard JPEG algorithm.
Keywords :
biomedical MRI; data compression; embedded systems; image coding; medical image processing; wavelet transforms; EZW algorithm; MR-heart image; bandwidth; coefficient precision; detail information; digital radiology; digital storage infrastructure; embedded zerotree wavelet algorithm; flexibility; hospitals; image quality; image quality constraints; initial image; lossy image compression; medical image compression; networking; progressive medical image transmission; radiological imaging environment; radiologist; resolution constraint; scale-space; technical challenge; Bandwidth; Biomedical imaging; Hospitals; Image coding; Image communication; Image quality; Image resolution; Performance loss; Radiology; Transform coding;
Conference_Titel :
Engineering in Medicine and Biology, 2002. 24th Annual Conference and the Annual Fall Meeting of the Biomedical Engineering Society EMBS/BMES Conference, 2002. Proceedings of the Second Joint
Print_ISBN :
0-7803-7612-9
DOI :
10.1109/IEMBS.2002.1106258