Convolutional Neural Network Based on Diverse Gabor Filters for Deepfake Recognition

Author:

Khalifa Ahmed H.1ORCID,Zaher Nawal A.2ORCID,Abdallah Abdallah S.3ORCID,Fakhr Mohamed Waleed1

Affiliation:

1. Department of Computer Engineering, Arab Academy for Science, Technology and Maritime Transport, Cairo, Egypt

2. Department of Electronics and Communications Engineering, Arab Academy for Science, Technology and Maritime Transport, Cairo, Egypt

3. School of Engineering, Penn State Erie-The Behrend College, Erie, PA, USA

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science

Reference50 articles.

1. Automated defect detection in textured surfaces using optimal elliptical Gabor filters

2. Invariant texture segmentation via circular Gabor filters;zhang;Proc Int Conf Pattern Recognit (ICPR),2002

3. Unmasking DeepFakes with simple features;durall;arXiv 1911 00686,2019

4. Fighting Deepfake by Exposing the Convolutional Traces on Images

5. Mining generalized features for detecting AI-manipulated fake faces;yu;arXiv 2010 14129,2020

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