Ultrasound And Angiographic Image Compression By Cosine And Wavelet Transforms And Its Approval In Clinical Environment

ISPA 2001: PROCEEDINGS OF THE 2ND INTERNATIONAL SYMPOSIUM ON IMAGE AND SIGNAL PROCESSING AND ANALYSIS(2001)

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摘要
The investigation results,for improving lossy compression techniques for ultrasound cardiac and X-ray angiographic images are presented. The goal was to clear out where the compression process could be improved, and to make efforts for its improvement. A lot of wavelet classes were tried for choosing the best one suited,for corresponding image class, which was defined by the image content complexity measure. The analysis of international image compression standards was carried out. Special attention was paid to algorithmical and high level service structure of a new still image compression standard JPEG2000. Its open architecture enables to include some wavelet classes which we would like to suggest for medical images. A set of recommendations for acceptable compression ratio for different medical image modalities was developed. It was based on compression study performed by the group of angiologists and cardiologists.
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关键词
open architecture,wavelet transform,frequency,transform coding,data compression,ultrasound,wavelet transforms,biomedical imaging,lossy compression,quantization,compression ratio,pulse modulation,image compression,jpeg 2000,wavelet analysis
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