Multi-Modal Medical Image Fusion using Multi-Resolution Discrete Sine Transform
IR@NAL: CSIR-National Aerospace Laboratories, Bangalore
View Archive Info| Field | Value | |
| Title |
Multi-Modal Medical Image Fusion using Multi-Resolution Discrete Sine Transform
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| Creator |
Naidu, VPS
Divya, M Maha Lakshmi, P |
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| Subject |
Aircraft Communication & Navigation
Communications and Radar |
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| Description |
Quick advancement in high innovation and current medical instrumentations, medical imaging has turned into a
fundamental part in many applications such as in diagnosis, research and treatment. Images from multimodal imaging devices
usually provide complementary and sometime conflicting information. Information from one image may not be adequate to
give exact clinical prerequisites to the specialist or doctor. Of-late, Multi-Model medical image fusion playing a challenging
role in current research areas. There are many theories and techniques developed to fuse the multimodal images by
researchers. In this paper, introducing a new algorithm called as Multi Resolution Discrete Sine Transform which is used for
Multi-Model image fusion in medical applications. Performance and evaluation of this algorithm is presented. The main
intention of this paper is to apply DST which is easy to understand and demonstrated method to process image fusion
techniques. The proposed MDST based image fusion algorithm performance is compared with that of the well-known
wavelet based image fusion algorithm. From the results it is observed that the performance of image fusion using MDST is
almost similar to that of wavelet based image fusion algorithm. The proposed MDST based image fusion techniques are
computationally very simple and it is suitable. The proposed MDST based image fusion algorithms are computationally,
exceptionally basic and it is appropriate for real time medical diagnosis applications.
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| Date |
2017-04
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| Type |
Journal Article
PeerReviewed |
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| Format |
application/pdf
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| Identifier |
http://nal-ir.nal.res.in/12556/1/CADF_MarApr_2017_02_Im_Fu_DivVPSN.pdf
Naidu, VPS and Divya, M and Maha Lakshmi, P (2017) Multi-Modal Medical Image Fusion using Multi-Resolution Discrete Sine Transform. Control and Data Fusion e-Journal, Vol. 1 ( No. 2). pp. 13-26. |
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| Relation |
http://nal-ir.nal.res.in/12556/
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