Title :
Relative effects of resolution and quantization on the quality of compressed medical images
Author :
Sullivan, Barry J. ; Ansari, Rashid ; Giger, Maryellen L. ; MacMahon, Heber
Author_Institution :
Ameritech, Hoffman Estates, IL, USA
Abstract :
Medical image scanners produce digitized information at different spatial resolutions, and this affects the perceived image quality after image compression. Quality of decompressed medical images is assessed by the extent to which diagnostic information is affected by compression, and the medical interpretation requires participation of medical experts in observer studies. We undertook a study to investigate the effect of resolution from digitization on medical image compression, in the context of enabling image transmission using low to moderate bandwidth telecommunication facilities. The test material consisted of a series of adult chest radiographs containing multiple subtle abnormalities. In this paper, the effects of sampling resolution and frequency component quantization on image quality are compared, and issues for further investigation in general image compression are discussed
Keywords :
data compression; diagnostic radiography; image coding; medical image processing; adult chest radiographs; compressed medical images; decompressed medical images; diagnostic information; digitized information; image quality; image transmission; medical experts; medical image scanners; medical interpretation; multiple subtle abnormalities; observer studies; quantization; resolution; spatial resolutions; telecommunication facilities; Bandwidth; Biomedical imaging; Image coding; Image communication; Image quality; Image resolution; Materials testing; Medical diagnostic imaging; Quantization; Spatial resolution;
Conference_Titel :
Image Processing, 1994. Proceedings. ICIP-94., IEEE International Conference
Conference_Location :
Austin, TX
Print_ISBN :
0-8186-6952-7
DOI :
10.1109/ICIP.1994.413503