EXPERIMENTAL COMPARISON OF LOSSLESS IMAGE CODERS FOR MEDICAL APPLICATIONS Binary adaptive coding verification

被引:1
作者
Przelaskowski, Artur [1 ]
机构
[1] Warsaw Univ Technol, Inst Radioeleet, Nowowiejska 15-19, PL-00665 Warsaw, Poland
来源
COMPUTER VISION AND GRAPHICS (ICCVG 2004) | 2006年 / 32卷
关键词
lossless image compression; medical image coding; binary adaptive coding;
D O I
10.1007/1-4020-4179-9_31
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
State-of-the-art coders were experimentally examined as useful tools for lossless compression of medical images. Moreover, a binary adaptive coder with simple prediction and pixel-based data serialization was verified as alternative way of image data coding. Reliable and representative set of close to 1000 images was used in realized experiments. Proposed binary adaptive arithmetic coder with prediction called PBAC performed better than CALIC PEG-LS, iPEG2000 and any other tested method in a sense of lower total hit rate. The most effective coder for each studied modality of medical images (i.e. CT, MR, US, NM, mammograms and radiograms) was selected.
引用
收藏
页码:216 / 221
页数:6
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