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Hybrid Multi Resolution Method of Image Fusion for Medical Image Processing

机译:用于医学图像处理的图像融合的混合多分辨率方法

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Image fusion is a process of combining multiple input images of the same scene into a singlefused image, which preserves relevant information and also retains the important features from eachof the original images and makes it more suitable for human and machine perception. The reason forgoing onto image fusion is that, in the medical image processing, different sources of images producecomplementary information and so one has to fuse all the sources of images to get more detailsrequired for the diagnosis of the patients. In this method the raw data is the MR scan image of apatient's brain which is observed at different angles or resolutions. The images possess both differentas well as common information with respect to each other. Thus when these images are fused togetherthe redundant images are neglected and the complementary images are added thereby producing anaccurate diagnosis with a single image.
机译:图像融合是将同一场景的多个输入图像组合成一个融合图像的过程,该融合图像不仅保留了相关信息,而且还保留了每个原始图像的重要特征,使其更适合于人和机器的感知。进行图像融合的原因在于,在医学图像处理中,不同的图像源会产生互补信息,因此必须融合所有图像源以获取更多的细节来诊断患者。在这种方法中,原始数据是在不同角度或分辨率下观察到的患者大脑的MR扫描图像。图像彼此之间具有不同以及共同的信息。因此,当将这些图像融合在一起时,将忽略多余的图像,并添加互补的图像,从而用单个图像产生准确的诊断。

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