Enhanced Model for Fusion of Multi-Modality Images: Discrete Wavelet Transformation using Region based Fusion Rules - Couverture souple

Bhambri, Pankaj; Garg, Dolly

 
9783659208089: Enhanced Model for Fusion of Multi-Modality Images: Discrete Wavelet Transformation using Region based Fusion Rules
Couverture souple
ISBN 10 : 3659208086 ISBN 13 : 9783659208089
Editeur : LAP LAMBERT Academic Publishing, 2012

Synopsis

Medical Image Fusion has been used to derive the useful information from multimodality medical image data. The idea is to improve the image content by fusing images like CT and MRI image, so as to improve more information to the doctor and clinical treatment planning system. Despite the significant research conducted on this topic and many algorithms have been developed for the image fusion, but the development of an efficient image fusion method is still a big challenge for the researchers. In the Present work, New Efficient Method is proposed for Image Fusion. The proposed method is developed using Discrete Wavelet Transform and it involves region based fusion rules to optimize the image pixel values to be fused togather. The proposed method is compared with both qualitatively as well as quantitatively with the other fusion methods. After that the resultant images are validated using Phantom Images as well as Clinical Testing. The Experimental results show that the proposed method is better than other multi model image fusion methods and increases the contrast of the fused image thereby preserving the detail features.

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Présentation de l'éditeur

Medical Image Fusion has been used to derive the useful information from multimodality medical image data. The idea is to improve the image content by fusing images like CT and MRI image, so as to improve more information to the doctor and clinical treatment planning system. Despite the significant research conducted on this topic and many algorithms have been developed for the image fusion, but the development of an efficient image fusion method is still a big challenge for the researchers. In the Present work, New Efficient Method is proposed for Image Fusion. The proposed method is developed using Discrete Wavelet Transform and it involves region based fusion rules to optimize the image pixel values to be fused togather. The proposed method is compared with both qualitatively as well as quantitatively with the other fusion methods. After that the resultant images are validated using Phantom Images as well as Clinical Testing. The Experimental results show that the proposed method is better than other multi model image fusion methods and increases the contrast of the fused image thereby preserving the detail features.

Biographie de l'auteur

Er. Pankaj Bhambri graduated from Dr. B.R.Ambedkar University, Agra with B.E.(IT) HONORS in 2003. He Completed his M.Tech. (CSE) from P.T.U., Jalandhar at Guru Nanak Dev Engineering College, Ludhiana. His interest areas are Bioinformatics, Image Processing and Distributed Computing.He had received "Best Teacher Award" & "Distiguished Alumni Award".

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2012
Langue
anglais
ISBN 10 
3659208086
ISBN 13 
9783659208089
Reliure
Broché
Nombre de pages
68
Coordonnées du fabricant
non disponible
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