Selection of processing algorithms for digital image compression: A rank-order study

作者: J. Michael Holbert , Melinda Staiger , Thomas S. Chang , Jeffrey D. Towers , Cynthia A. Britton

DOI: 10.1016/S1076-6332(05)80183-7

关键词:

摘要: Rationale and Objectives. We investigated non-receiver operating characteristic (non-ROC) methods for the selection of processing algorithms digital image compression. Methods. performed a multipoint, rank-order study with 20 postero-anterior chest images, each processed using four different algorithms. Seven radiologists reviewed these alongside digitized noncompressed image. Observers were forced to rank order similarity and/or difference images nonprocessed in case. Results. A two-way analysis variance rankings was statistically significant (p = .025), indicating that one scheme yielded clearly perceived as most similar images. The selected not lowest quantitative from measured by root mean square error. Conclusion. Non-ROC designs are highly sensitive small differences among can be used select

参考文章(9)
Walter F. Good, Glenn S. Maitz, David Gur, Joint Photographic Experts Group (JPEG) compatible data compression of mammograms Journal of Digital Imaging. ,vol. 7, pp. 123- 132 ,(1994) , 10.1007/BF03168505
MARC S. ROSENTHAL, WALTER F. GOOD, MARIA A. COSTA-GRECO, LINDA M. MIKETIC, ELIZABETH A. EELKEMA, DAVID GUR, HOWARD E. ROCKETTE, The effect of image processing on chest radiograph interpretations in a PACS environment. Investigative Radiology. ,vol. 25, pp. 897- 901 ,(1990) , 10.1097/00004424-199008000-00005
King N. Ngan, Kin S. Leong, Harcharan Singh, Cosine Transform Coding Incorporating Human Visual System Model visual communications and image processing. ,vol. 0707, pp. 165- 171 ,(1986) , 10.1117/12.937262
Walter F. Good, David Gur, Quantization techniques for the compression of chest images by JPEG-type algorithms Medical Imaging VI: Image Processing. ,vol. 1652, pp. 114- 121 ,(1992) , 10.1117/12.59418
Charles G. Boncelet, Jr., Some uses for order statistic filtering in image compression Electronic Imaging '90, Santa Clara, 11-16 Feb'95. ,vol. 1247, pp. 51- 58 ,(1990) , 10.1117/12.19596
Howard E. Rockette, Nancy A. Obuchowski, David Gur, Walter F. Good, Effect of experimental design on sample size Medical Imaging V: PACS Design and Evaluation. ,vol. 1446, pp. 276- 283 ,(1991) , 10.1117/12.45282
D. H. KELLY, Visual Contrast Sensitivity Journal of Modern Optics. ,vol. 24, pp. 107- 129 ,(1977) , 10.1080/713819495
N. Nill, A Visual Model Weighted Cosine Transform for Image Compression and Quality Assessment IEEE Transactions on Communications. ,vol. 33, pp. 551- 557 ,(1985) , 10.1109/TCOM.1985.1096337