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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: | A Hybrid Image Retrieval System Based on an Experimental Analysis of Medical Images |
| Authors Name: | Shikha Bhardwaj |
| Unique Id: | IJSDR2112049 |
| Published In: | Volume 6 Issue 12, December-2021 |
| Abstract: | There are vast amount of images which are being available on the internet and the number of these images are being continuously increased due to the latest and advanced technological developments in the field of hand-held cameras and mobile phones. In order to retrieve, the desired images from a vast storehouse of images (internet), a system called as Content-based Image Retrieval (CBIR) is used where images can be obtained by the extraction of image features like color, texture, shape, edge, etc. In this paper, a hybrid image retrieval system based on texture and edge features have been developed using Local binary pattern (LBP) and Canny edge descriptor respectively. Then, an optimization technique, viz. Particle Swarm Optimization (PSO) has been applied on the results of the hybrid system. A medical database of 500 images has been used for the purpose of experimentation and Precision, Recall and f-score has been calculated successfully. |
| Keywords: | Content-based Image Retrieval, Canny edge detector, Particle swarm optimization, Local binary pattern. |
| Cite Article: | "A Hybrid Image Retrieval System Based on an Experimental Analysis of Medical Images ", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.6, Issue 12, page no.298 - 306, December-2021, Available :http://www.ijsdr.org/papers/IJSDR2112049.pdf |
| Downloads: | 000337361 |
| Publication Details: | Published Paper ID: IJSDR2112049 Registration ID:210753 Published In: Volume 6 Issue 12, December-2021 DOI (Digital Object Identifier): Page No: 298 - 306 Publisher: IJSDR | www.ijsdr.org ISSN Number: 2455-2631 |
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