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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 14 | Issue 1 | Month- January 2026
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Published Paper Details:
Paper Title
LBP AND CNN FUSION FOR ROBUST FAKE IMAGE DETECTION
Authors
Gandreti Krishnaveni, Mr. N Mahendra, Pinninti Suresh Babu
Keywords
CNN, LBP, images
Abstract
Biomedical imaging forgeries pose a challenge to social networks and forensics. It is becoming harder to tell these images apart from the real ones. This project employs a set of machine learning approaches, that CNN uses to solve the problem. A network called LBPNET is built with local binary patterns (LBP) for texture feature extraction. The parameters extracted through the LBP are used to train the CNN which learns the difference between real and fake face images. Advanced image preprocessing and training are integrated into the model in order to ensure high performance in a situation whereby real-time decision making has to occur. This work averts the threat that image forgeries bring to different sectors.
IJCRT's Publication Details
Unique Identification Number - IJCRTAS02013
Paper ID - 274205
Page Number(s) - 110-115
Pubished in - Volume 12 | Issue 12 | December 2024
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Gandreti Krishnaveni, Mr. N Mahendra, Pinninti Suresh Babu, "LBP AND CNN FUSION FOR ROBUST FAKE IMAGE DETECTION", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.12, Issue 12, pp.110-115, December 2024, Available at :http://www.ijcrt.org/papers/IJCRTAS02013.pdf
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Volume 14 | Issue 1
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Submit Manuscript Online Impact Factor: 7.97 Review Results : Within 02-03 Days Paper Publication : Within 02-03 Days
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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