The art of medical image fusion: A survey | IEEE Conference Publication | IEEE Xplore

The art of medical image fusion: A survey


Abstract:

Medical image fusion is the idea to improve the image content by fusing images taken from different imaging tools like Computed Tomography (CT), Magnetic Resonance Imagin...Show More

Abstract:

Medical image fusion is the idea to improve the image content by fusing images taken from different imaging tools like Computed Tomography (CT), Magnetic Resonance Imaging (MRI), Positron Emission Tomography (PET) and single photon emission computed tomography (SPECT). The objective of image fusion is to combine more useful information and remove redundant information from source registered images. In this survey paper, image fusion techniques are broadly classified into two categories; Pixel level image fusion and transform based image fusion. Various approaches in each category are discussed in detail. Comparative analysis is done based on the limitations and advantages of each method and quantitative analysis is conducted using entropy, UIQI, fusion factor, fusion symmetry and processing time. For analysis purpose we have considered the combination of CT and MRI images. It is very hard to select one method for all applications. But from visual perspective, fused images obtained from fuzzy inference system give better result.
Date of Conference: 22-25 August 2013
Date Added to IEEE Xplore: 21 October 2013
ISBN Information:
Conference Location: Mysore, India

References

References is not available for this document.