中国科学院机构知识库网格系统: Lossless wavelet compression on medical image (EI CONFERENCE)

中国科学院机构知识库网格

Chinese Academy of Sciences Institutional Repositories Grid

Lossless wavelet compression on medical image (EI CONFERENCE)

文献类型：会议论文


作者	Liu H.; Liu H.; Liu H.
出版日期	2006
会议名称	4th International Conference on Photonics and Imaging in Biology and Medicine, September 3, 2005 - September 6, 2005
会议地点	Tianjin, China
关键词	An increasing number of medical imagery is created directly in digital form. Such as Clinical image Archiving and Communication Systems (PACS). as well as telemedicine networks require the storage and transmission of this huge amount of medical image data. Efficient compression of these data is crucial. Several lossless and lossy techniques for the compression of the data have been proposed. Lossless techniques allow exact reconstruction of the original imagery while lossy techniques aim to achieve high compression ratios by allowing some acceptable degradation in the image. Lossless compression does not degrade the image thus facilitating accurate diagnosis of course at the expense of higher bit rates i.e. lower compression ratios. Various methods both for lossy (irreversible) and lossless (reversible) image compression are proposed in the literature. The recent advances in the lossy compression techniques include different methods such as vector quantization wavelet coding neural networks and fractal coding. Although these methods can achieve high compression ratios (of the order 50:1 or even more) they do not allow reconstructing exactly the original version of the input data. Lossless compression techniques permit the perfect reconstruction of the original image but the achievable compression ratios are only of the order 2:1 up to 4:1. In our paper we use a kind of lifting scheme to generate truly loss-less non-linear integer-to-integer wavelet transforms. At the same time we exploit the coding algorithm producing an embedded code has the property that the bits in the bit stream are generated in order of importance so that all the low rate codes are included at the beginning of the bit stream. Typically the encoding process stops when the target bit rate is met. Similarly the decoder can interrupt the decoding process at any point in the bil stream and still reconstruct the image. Therefore a compression scheme generating an embedded code can start sending over the network the coarser version of the image first and continues with the progressive transmission of the refinement details. Experimental results show that our method can get a perfect performance in compression ratio and reconstructive image.
收录类别	EI
源URL	[http://ir.ciomp.ac.cn/handle/181722/33803]
专题	长春光学精密机械与物理研究所_中科院长春光机所知识产出_会议论文
推荐引用方式 GB/T 7714	Liu H.,Liu H.,Liu H.. Lossless wavelet compression on medical image (EI CONFERENCE)[C]. 见:4th International Conference on Photonics and Imaging in Biology and Medicine, September 3, 2005 - September 6, 2005. Tianjin, China.

入库方式： OAI收割

来源：长春光学精密机械与物理研究所

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