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数字化胸部X光片的增强与压缩

Enhancement and compression of digital chest radiographs.

作者信息

Cohn M, Trefler M, Young T Y

机构信息

Department of Electrical Engineering, University of Miami, Coral Gables, Florida 33101.

出版信息

J Thorac Imaging. 1990 Jan;5(1):92-5. doi: 10.1097/00005382-199001000-00014.

Abstract

The application of digital technologies to chest radiography holds the promise of routine application of image processing techniques to effect image enhancement. Because of their inherent spatial resolution, however, digital chest images impose severe constraints on data storage devices. Compression of these images will relax such constraints and facilitate image transmission on a digital network. We evaluated an algorithm for enhancing digital chest images that has allowed significant data compression while improving the diagnostic quality of the image. This algorithm is based on the photographic technique of unsharp masking. Image quality was measured with respect to the task of tumor detection and compression ratios as high as 2:1 were achieved. This compression can be supplemented by irreversible methods.

摘要

将数字技术应用于胸部X光摄影有望将图像处理技术常规应用于图像增强。然而,由于数字胸部图像固有的空间分辨率,对数据存储设备提出了严格的限制。对这些图像进行压缩将缓解此类限制,并便于在数字网络上传输图像。我们评估了一种用于增强数字胸部图像的算法,该算法在提高图像诊断质量的同时实现了显著的数据压缩。此算法基于模糊蒙板的摄影技术。针对肿瘤检测任务对图像质量进行了测量,并实现了高达2:1的压缩率。这种压缩可以通过不可逆方法加以补充。

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