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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: | -Deep learning techniques-based image forensics approaches- A Review |
| Authors Name: | N V S K Vijayalakshmi K , Dr. J. Sasikala , Dr. C. Shanmuganathan |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJNRD_204915
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| Published Paper Id: | IJNRD2310110 |
| Published In: | Volume 8 Issue 10, October-2023 |
| DOI: | |
| Abstract: | With the development of digital word, all the information transferred among the various persons were in the form of digitized format. Among numerous formats of data, image is considered to be most prominent and easy way of expressing the information in the visual mode. Moreover, representing the content in image format tends to decrease the size of the space occupied by the traditional way like textual format. These aforementioned highlighted points for image format enhance its popularity as well as the fraudulent activity. The way of detecting the manipulation of the image content can be detected by image forensics approaches. Recently researchers seek attention towards image forensics based on deep learning techniques. In this work, the existing methodology which relies on deep learning-based image forensics techniques has been analyzed in a detailed manner. This article discusses about the detection approaches used for image forensics approaches. At the end of the work, the demerits and merits of each existing approaches has been explored. |
| Keywords: | optimization technique, deep learning techniques, image forensics, multimedia forensics |
| Cite Article: | "-Deep learning techniques-based image forensics approaches- A Review", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.8, Issue 10, page no.b87-b92, October-2023, Available :http://www.ijnrd.org/papers/IJNRD2310110.pdf |
| Downloads: | 000118749 |
| 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:IJNRD2310110 Registration ID: 204915 Published In: Volume 8 Issue 10, October-2023 DOI (Digital Object Identifier): Page No: b87-b92 Country: Eluru, Andhra radesh, India Research Area: Science & Technology Publisher : IJ Publication Published Paper URL : https://www.ijnrd.org/viewpaperforall?paper=IJNRD2310110 Published Paper PDF: https://www.ijnrd.org/papers/IJNRD2310110 |
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ISSN: 2456-4184
Impact Factor: 8.76 and ISSN APPROVED
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