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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) |
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| Paper Title: | A CONTENT-BASED IMAGE RETRIEVAL SCHEME IN CLOUD COMPUTING USING A BAG-OF-ENCRYPTED-WORDS |
| Authors Name: | Dr.K.SAILAJA , THOLUCHURU DIVYA |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJNRD_207269
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| Published Paper Id: | IJNRD2311008 |
| Published In: | Volume 8 Issue 11, November-2023 |
| DOI: | |
| Abstract: | With the exponential growth of digital images, the content-based Image Retrieval techniques have been extensively studied. CBIR service is typically very costly in terms of computing and storage resources. Therefore, outsourcing the CBIR service to the cloud server, which is equipped with massive resources, is a smart choice. Data security is a major problem, however, because the cloud service cannot be totally positive. In this we propose a CBIR outsourced scheme based on a concept of a novel bag- ofencrypted-words (BOEW). The picture is encrypted by substitution of the color value, block permutation and permutation of the intra-block pixels. Then, the cloud server computes the local histograms from the encrypted image fragments. All the local histograms are grouped together, and the centers of the clusters are used as the encrypted visual words. The bag-of-encrypted-words (BOEW) model is thus constructed to represent each image by a function vector, i.e., a structured histogram of the encrypted visual terms. The resemblance between images can be determined directly by the distance between feature vectors on the side of the cloud server in Manhattan. Experimental results and safety review on the proposed scheme show its accuracy and protection of the search |
| Keywords: | bag- ofencrypted-words, cloud, block permutation, intra-block pixels |
| Cite Article: | "A CONTENT-BASED IMAGE RETRIEVAL SCHEME IN CLOUD COMPUTING USING A BAG-OF-ENCRYPTED-WORDS", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.8, Issue 11, page no.a70-a75, November-2023, Available :http://www.ijnrd.org/papers/IJNRD2311008.pdf |
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| 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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Published Paper ID:IJNRD2311008 Registration ID: 207269 Published In: Volume 8 Issue 11, November-2023 DOI (Digital Object Identifier): Page No: a70-a75 Country: warangal, TELANGANA, India Research Area: Engineering Publisher : IJ Publication Published Paper URL : https://www.ijnrd.org/viewpaperforall?paper=IJNRD2311008 Published Paper PDF: https://www.ijnrd.org/papers/IJNRD2311008 |
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ISSN: 2456-4184
Impact Factor: 8.76 and ISSN APPROVED
Journal Starting Year (ESTD) : 2016
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