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Hybrid CNN-based detection of forged facial images using Gabor filters and local binary patterns

Abstract This study proposes a hybrid deep learning framework for detecting face morphing and swapping attacks using texture descriptors and advanced CNN classifiers. The process begins with the Viola-Jones Haar cascade, a widely used face detection method that effectively identifies and isolates fa...

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I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Shilpa Kaman, Syeda Bibi Javeriya, Aziz Makandar
Hōputu: Artigo
Reo:Inglês
I whakaputaina: Springer 2025-10-01
Rangatū:Discover Computing
Ngā marau:
Urunga tuihono:https://doi.org/10.1007/s10791-025-09731-x
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