Image Processing Techniques for Chest Radiography Enhancements and Pneumonia Detection

Dibyajyoti Jena, Natasha Pradhan
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Abstract

Chest radiographs are an essential step in the diagnosis of many diseases localised in the chest or lungs. Enhancing these images through spatial or histogram transforms are a common practice throughout the medical industry. However developing and under-developed countries still resort to the use of X-Ray photographic films for the diagnosis purpose, perhaps because of technological sluggishness or economic constraints. But with the advent of low price computing devices such as smartphones and microcomputers, it is now possible to visualize the picture of an X-Ray plate for diagnostic analysis with precision for various features that might indicate diseases. In this document we shall discuss three such image transforms with increasing clarity of those x-ray images without going deep into the mathematical details.
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胸片增强和肺炎检测的图像处理技术
胸部x线片是诊断许多局限于胸部或肺部疾病的必要步骤。通过空间或直方图变换增强这些图像是整个医疗行业的常见做法。然而,发展中国家和欠发达国家可能由于技术落后或经济限制,仍然使用x射线照相胶片进行诊断。但随着智能手机和微型计算机等低价计算设备的出现,现在有可能将x光片的图像可视化,以便对可能预示疾病的各种特征进行精确的诊断分析。在本文中,我们将讨论三种这样的图像变换,使这些x射线图像的清晰度越来越高,而不深入数学细节。
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