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INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016 open access , Peer-reviewed, and Refereed Journals, Impact factor 8.15 |
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| Paper Title: | Recognition of diseases of infected apple fruits using Image Processing |
| Authors Name: | Pritam Waghmode , Ashitosh Kadam , Jaydip Yadav , Prof.S.S.Sankpal |
| Unique Id: | IJSDR1804014 |
| Published In: | Volume 3 Issue 4, April-2018 |
| Abstract: | In this paper, a solution for the detection and classification of apple fruit diseases is proposed and experimentally validated. We have used three types of apple diseases namely: Apple Scab, Apple Rot, and Apple Blotch as a case study. The image processing based proposed approach is composed of the following main steps; in the first step K-Means clustering technique is used for the image segmentation, in the second step some state of the art features are extracted from the segmented image, and finally images are classified into one of the classes by using Artificial Neural Network |
| Keywords: | Apple Fruit Diseases, ANN, Apple Scab, Apple Rot, Apple Blotch. |
| Cite Article: | "Recognition of diseases of infected apple fruits using Image Processing", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.3, Issue 4, page no.81 - 85, April-2018, Available :http://www.ijsdr.org/papers/IJSDR1804014.pdf |
| Downloads: | 000337072 |
| Publication Details: | Published Paper ID: IJSDR1804014 Registration ID:180114 Published In: Volume 3 Issue 4, April-2018 DOI (Digital Object Identifier): Page No: 81 - 85 Publisher: IJSDR | www.ijsdr.org ISSN Number: 2455-2631 |
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