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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)

International Peer Reviewed & Refereed Journals, Open Access Journal

IJCRT Peer-Reviewed (Refereed) Journal as Per New UGC Rules.

ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013

Call For Paper - Volume 14 | Issue 7 | Month- July 2026

Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 7.97 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(CrossRef DOI)

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  Published Paper Details:

  Paper Title

Advancements in Face Recognition: A Survey of Methodologies in Computer Vision

  Authors

  Namrata M. Pagare,  Somnath Prajapati,  Bisma Mohasin Shaikh,  Ashwini Shivaji Gawali,  Saurabh Mahadev Raut

  Keywords

Face recognition, Unique patterns, CNN-synthesized images, 3D face reconstruction, Deep neural networks,3D decomposition, PCA

  Abstract


--Face recognition is a technology that identifies and verifies individuals by analyzing unique patterns based on their facial features. Different methods are used to make face recognition systems accurate and efficient. This paper offers diverse methodologies used in computer vision, focusing on face detection, recognition, and manipulation detection. Techniques such as detecting CNN-synthesized images involve training classifiers and creating datasets to identify forged images, while joint 3D face reconstruction and recognition methods optimize accuracy using deep neural networks. Additionally, 3D decomposition and composition search strategies aim to detect facial forgeries, and dimensionality reduction via PCA enhances computational efficiency. Low-light image enhancement techniques improve image quality, aiding in tasks like face detection, while face detection and recognition using face mesh and DNNs utilize advanced algorithms for accurate identification.

  IJCRT's Publication Details

  Unique Identification Number - IJCRT2408002

  Paper ID - 262748

  Page Number(s) - a13-a17

  Pubished in - Volume 12 | Issue 8 | August 2024

  DOI (Digital Object Identifier) -   

  Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882

  E-ISSN Number - 2320-2882

  Cite this article

  Namrata M. Pagare,  Somnath Prajapati,  Bisma Mohasin Shaikh,  Ashwini Shivaji Gawali,  Saurabh Mahadev Raut,   "Advancements in Face Recognition: A Survey of Methodologies in Computer Vision", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.12, Issue 8, pp.a13-a17, August 2024, Available at :http://www.ijcrt.org/papers/IJCRT2408002.pdf

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Call For Paper July 2026
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ISSN and 7.97 Impact Factor Details


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ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
ISSN
ISSN and 7.97 Impact Factor Details


ISSN
ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
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