DocumentCode
1793821
Title
Medical image fusion with Laplacian Pyramids
Author
Sahu, Akanksha ; Bhateja, Vikrant ; Krishn, Abhinav ; Himanshi
Author_Institution
Deptt. of Electron. & Comm. Eng., SRMGPC, Lucknow, India
fYear
2014
fDate
7-8 Nov. 2014
Firstpage
448
Lastpage
453
Abstract
Fusion of various images aids the rejuvenation of complementary attributes of the images. Similarly, medical image fusion constructs a composite image comprehending significant traits from multimodal source images. Current work exhibits medical image fusion utilizing Laplacian Pyramid (LP) employing DCT. LP decomposes the source medical images as different low pass filtered images, resembling a pyramidal structure. As the pyramidal level of decomposition increases, the quality of the fused image also increases. The proposed technique provides a fused image with better edges and information content from human visual system (HVS) point of view. Qualitative and quantitative analysis of the proposed technique is found to be superior than that of Daubechies complex wavelet transform (DCxWT).
Keywords
Laplace transforms; data compression; discrete cosine transforms; image coding; image fusion; medical image processing; DCT; HVS; LP; Laplacian pyramid; discrete cosine transform; human visual system; image compression; medical image fusion; Biomedical imaging; Computed tomography; Discrete cosine transforms; Image coding; Image fusion; Laplace equations; DCT; Edge Strength; Fusion; Laplacian pyramid;
fLanguage
English
Publisher
ieee
Conference_Titel
Medical Imaging, m-Health and Emerging Communication Systems (MedCom), 2014 International Conference on
Conference_Location
Greater Noida
Print_ISBN
978-1-4799-5096-6
Type
conf
DOI
10.1109/MedCom.2014.7006050
Filename
7006050
Link To Document