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Medical image fusion based on Multi-Scaling (DRT) and Multi-Resolution (DWT) technique

机译:基于多尺度(DRT)和多分辨率(DWT)技术的医学图像融合

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Medical image fusion is the process of deriving important information from medical images like CT(Computed Tomography), MRI(Magnetic Resonance Imaging), PET(Positron Emission Tomography) and SPECT (Signal photon emission computed tomography). These derived information can be used for diagnosing diseases, detecting the tumor, surgery treatment and so on. The main objective of image fusion is to combine more useful information and remove redundant information from source images. This paper propose a hybrid image fusion method using the combine advantage of Multi-Scaling (DWT) and Multi-Resolution(DRT) Techniques on Medical images CT and MRI. The performance of the fused image is evaluated using different parameters like PSNR, MSE.
机译:医学图像融合是从医学图像中获取重要信息的过程,例如CT(计算机断层扫描),MRI(磁共振成像),PET(正电子发射断层扫描)和SPECT(信号光子发射计算机断层扫描)。这些导出的信息可用于诊断疾病,检测肿瘤,进行手术治疗等。图像融合的主要目的是合并更多有用的信息,并从源图像中删除多余的信息。本文提出了一种结合了多尺度技术和多分辨率技术相结合的医学图像CT和MRI混合图像融合方法。使用不同的参数(例如PSNR,MSE)评估融合图像的性能。

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