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Perceptually lossless compression of angiogram sequences

机译:血管造影序列的感知无损压缩

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摘要

Coronary angiography is an X-ray examination of the heart's arteries. This is an essential technique for diagnosis of heart damages. Image sequences from digital angiography contain areas of high diagnostic interest. Loss of information due to compression for regions of interest (ROI) in angiograms is not tolerable. In this paper we present a compression algorithm for compression of angiography sequences. The algorithm separates ROI from other regions. Some of the non-ROI regions are not stored in the coding process but are reconstructed with high visual quality. Block matching, prediction methods and context modelling are parts of the proposed algorithm. The implementation results show that our algorithm is more successful in compression of the angiograms as compared to standard compression routines such as JPEG-LS and JPEG-3D.
机译:冠状动脉造影是对心脏动脉的X射线检查。这是诊断心脏损害的必不可少的技术。来自数字血管造影术的图像序列包含高度诊断意义的领域。由于无法压缩血管造影图中的感兴趣区域(ROI)而导致的信息丢失是无法忍受的。在本文中,我们提出了一种用于压缩血管造影序列的压缩算法。该算法将ROI与其他区域分开。某些非ROI区域未存储在编码过程中,而是以较高的视觉质量进行了重建。块匹配,预测方法和上下文建模是所提出算法的一部分。实施结果表明,与标准压缩例程(如JPEG-LS和JPEG-3D)相比,我们的算法在血管造影照片的压缩方面更为成功。

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