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International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 11
Issue Published : 118
Article Submitted : 21504
Article Published : 8513
Total Authors : 22399
Total Reviewer : 805
Total Countries : 158
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| Paper Title: | Diagnosis Of Diabetic Retinopathy In Retinal Fundus Images Using Segmentation (Hybrid Algorithm) |
| Authors Name: | Madanu Bala Kishore , Ummadi Sathish Kumar |
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| Author Reg. ID: |
IJRTI_170430
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| Published Paper Id: | IJRTI1707016 |
| Published In: | Volume 2 Issue 7, July-2017 |
| DOI: | |
| Abstract: | Diagnosis of Diabetic Retinopathy is a critical step in the segmentation of retinal blood vessel in the Retina. Diabetic Retinopathy is a leading foundation of vision loss in diabetic patients. Diabetic Retinopathy mainly caused due to the damage of retinal blood vessels in the diabetic patients. It is imperative to detect and segment the retinal blood vessels for Diabetic Retinopathy detection and diagnosis, which prevents earlier vision loss in diabetic patients. In this paper, we present a new method for automatically segmenting blood vessels in retinal fundus images. Depend on the segmenting methods, their strengths and weaknesses are estimated; we proposed a hybrid algorithm that combines the confidence outputs of each basic algorithm. The performance of each algorithm was tested on the DRIVE dataset and achieved 73.43% sensitivity, 97.77% specificity, 94.46% accuracy, and 83.85% precision. |
| Keywords: | Matched Filtering, Supervised Pattern Recognition, Scale-Space analysis, Multi-Scale Edge-Detection, Morphological Processing. |
| Cite Article: | "Diagnosis Of Diabetic Retinopathy In Retinal Fundus Images Using Segmentation (Hybrid Algorithm)", International Journal for Research Trends and Innovation (www.ijrti.org), ISSN:2455-2631, Vol.2, Issue 7, page no.90 - 96, July-2017, Available :http://www.ijrti.org/papers/IJRTI1707016.pdf |
| Downloads: | 000205245 |
| ISSN: |
2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 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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Published Paper ID: IJRTI1707016
Registration ID:170430
Published In: Volume 2 Issue 7, July-2017
DOI (Digital Object Identifier):
Page No: 90 - 96 Country: Guntur, Andhra pradesh, India Research Area: Engineering Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI1707016 Published Paper PDF: https://www.ijrti.org/papers/IJRTI1707016 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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