|
|||||||||||||||
|
INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016 Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI) |
||||||||||||||
Issue: May 2024
Volume 9 | Issue 5
Review Result and Publication of Paper within : 2-3 days
Click Here For more DetailsFor Authors
Forms / Download
Published Issue Details
Editorial Board
Other IMP Links
Facts & Figure
Impact Factor : 8.76
Issue per Year : 12
Volume Published : 9
Issue Published : 96
Article Submitted :
Article Published :
Total Authors :
Total Reviewer :
Total Countries :
Indexing Partner
Join RMS/Earn 300
Licence
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License
|
Published Paper Details
|
|
| Paper Title: | Image Processing Method Based on Algorithm-FGCA and Neural Network. |
| Authors Name: | Dr. Vijayaraghavan A |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJNRD_202939
|
| Published Paper Id: | IJNRD2308009 |
| Published In: | Volume 8 Issue 8, August-2023 |
| DOI: | |
| Abstract: | People are increasingly in need of medical treatment as human sub-health issues worsen. Doctors employ medical image analysis to intuitively get the morphological information of the diseased portion, allowing them to more accurately diagnose the disease in the face of an infinite stream of illnesses. The treatment of people's illnesses, as well as subsequent surveillance and recovery, depend on the analysis of medical pictures. As a result, it is important to keep up with the advancement and innovation in image processing. The current medical image processing technology still has issues, such as noise and low picture contrast, due to the ongoing rise in illnesses as well as technological innovation and progress. Artificial neural networks and fuzzy genetic clustering algorithms can be used to improve the precision and efficacy of image processing. In light of the aforementioned issues, data analysis and research on image processing techniques based on the fuzzy genetic clustering algorithm (FGCA) and artificial neural network (ANN) have been conducted for this study. According to the study's findings, the segmentation entropy is lowest (0.0885) and the FGCA segmentation coefficient is biggest (0.9756 and 0.9758, respectively), when there is no noise and 5% salt and pepper noise. The liver CT (Computed Tomography) image segmentation approach based on DeepLab V3+ has the greatest PA, Mlou value, and Dice coefficient, which are 88.8%, 95.9%, and 94.8%, respectively. This method has established the groundwork for the development and innovation of image processing techniques. |
| Keywords: | Key: Image, Processing, Method, Algorithm,FGCA, Neural Network.. |
| Cite Article: | "Image Processing Method Based on Algorithm-FGCA and Neural Network.", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.8, Issue 8, page no.a71-a77, August-2023, Available :http://www.ijnrd.org/papers/IJNRD2308009.pdf |
| Downloads: | 000118760 |
| 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 |
| Publication Details: |
Published Paper ID:IJNRD2308009 Registration ID: 202939 Published In: Volume 8 Issue 8, August-2023 DOI (Digital Object Identifier): Page No: a71-a77 Country: Tumkur, Karnataka, India Research Area: Computer Science & Technology Publisher : IJ Publication Published Paper URL : https://www.ijnrd.org/viewpaperforall?paper=IJNRD2308009 Published Paper PDF: https://www.ijnrd.org/papers/IJNRD2308009 |
| Share Article: |
|
|
Click Here to Download This Article |
|
| Article Preview | |
|
|
|
Major Indexing from www.ijnrd.org
| Semantic Scholar | Microsaoft Academic | ORCID | Zenodo |
| Google Scholar | ResearcherID Thomson Reuters | Mendeley : reference manager | Academia.edu |
| arXiv.org : cornell university library | Research Gate | CiteSeerX | PUBLON |
| DRJI | SSRN | Scribd | DocStoc |
ISSN Details
 |
 |
|
ISSN: 2456-4184
Impact Factor: 8.76 and ISSN APPROVED
Journal Starting Year (ESTD) : 2016
DOI (A digital object identifier)
Conference
Open Access License Policy
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License
Important Details
Social Media
Licence
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License
Join RMS/Earn 300
| Copyright © 2024 - All Rights Reserved - IJNRD |
Facebook Twitter Instagram LinkedIn