MRI AND CT IMAGE FUSION WITH SENSATIONAL NEURAL NETWORKAND MODIFIED SPATIAL FREQUENCY BASED ON NSCT

MRI AND CT IMAGE FUSION WITH SENSATIONAL NEURAL NETWORKAND MODIFIED SPATIAL FREQUENCY BASED ON NSCT

Registration ID: IJNRD_181214

Published ID: IJNRDA001060

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S.Sundaramoorthi , Vasudhevanveeraragavan , A.Raghul , Tamilmani.K , S. Pratheekkumar

Root Mean Square Error (RMSE) and Pinnacle Sign to Clamor Ratio(PSNR).

The non-subsample contourlet change (NSCT) and shocking brain organization (SNN) are utilized to make a clinical picture combination (MIF) approach. To accomplish prevalent combination results, the proposed MIF technique exploits both the NSCT and SNN benefits. NSCT breaks down the source clinical pictures. The maximum choice rule is utilized to meld the low recurrence sub groups, LFs, and a SNN model is utilized to combine the high recurrence sub groups, HFs. In NSCT, the changed spatial recurrence (MSF) is utilized. The space is utilized to inspire the SNN, and the coefficients are looked over the NSCT domain with long terminating periods. At last, the intertwined picture is made utilizing Opposite NSCT. The effectiveness of the proposed conspire in melding multimode clinical pictures is exhibited by subject and objective assessment of the information, as well as correlations with best in class MIF approaches. This framework exhibits a picture combination strategy in light of IF. To breakdown the picture, 2-Layered On the off chance that was utilized. The combination execution is assessed based on the Root Mean Square Error (RMSE) and Pinnacle Sign to Clamor Ratio(PSNR).

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"MRI AND CT IMAGE FUSION WITH SENSATIONAL NEURAL NETWORKAND MODIFIED SPATIAL FREQUENCY BASED ON NSCT", IJNRD - INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (www.IJNRD.org), ISSN:2456-4184, Vol.7, Issue 5, page no.332-337, May-2022, Available :https://ijnrd.org/papers/IJNRDA001060.pdf

Volume 7 Issue 5, May-2022

Pages : 332-337

Paper Reg. ID: IJNRD_181214

Published Paper Id: IJNRDA001060

Downloads: 000121121

Research Area: Engineering

Country: TIRUVALLUR, TAMIL NADU, India

Published Paper PDF: https://ijnrd.org/papers/IJNRDA001060.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRDA001060

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

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This work is licensed under a Creative Commons Attribution 4.0 International License and The Open Definition

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