Browsing by Author "Khelifi, Fouad"
Now showing items 1-6 of 6
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Digital forensic analysis for source video identification: A survey
Akbari, Younes; Al-maadeed, Somaya; Elharrouss, Omar; Khelifi, Fouad; Lawgaly, Ashref; Bouridane, Ahmed... more authors ... less authors ( Elsevier , 2022 , Article Review)In recent years, many digital devices have been equipped with a video camera that allows videos to be recorded in good quality, free of charge and without restrictions. Concurrently, the widespread use of digital videos ... -
Hierarchical deep learning approach using fusion layer for Source Camera Model Identification based on video taken by smartphone
Younes, Akbari; Al Maadeed, Somaya; Elharrouss, Omar; Ottakath, Najmath; Khelifi, Fouad ( Elsevier , 2024 , Article)Over the last decade, videos uploaded and shared through web-based multimedia platforms and mobile applications have proliferated worldwide. This is because cloud-based applications such as iCloud, YouTube, Facebook, ... -
LWKPCA: A New Robust Method for Face Recognition Under Adverse Conditions
Maafiri, Ayyad; Bir-Jmel, Ahmed; Elharrouss, Omar; Khelifi, Fouad; Chougdali, Khalid ( Institute of Electrical and Electronics Engineers Inc. (IEEE) , 2022 , Article)Over the last two decades, face recognition (FR) has become one of the most prevailing biometric applications for effective people identification as it offers practical advantages over other biometric modalities. However, ... -
A New Dataset for Forged Smartphone Videos Detection: Description and Analysis
Akbari, Younes; Najeeb, Al Anood; Al Maadeed, Somaya; Elharrouss, Omar; Khelifi, Fouad; Lawgaly, Ashref... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2023 , Article)The advancement of Internet technology has significantly impacted daily life, which is influenced by digital videos taken with smartphones as the most popular type of multimedia. These digital videos are extensively sent ... -
PRNU Estimation based on Weighted Averaging for Source Smartphone Video Identification
Lawgaly, Ashref; Khelifi, Fouad; Bouridane, Ahmed; Al-Maaddeed, Somaya; Akbari, Younes ( Institute of Electrical and Electronics Engineers Inc. , 2022 , Conference Paper)Photo response non-uniformity (PRNU) noise is a sensor pattern noise characterizing imperfections in the imaging device. The PRNU is a unique noise for each sensor device, and it has been generally utilized in the literature ... -
PRNU-Net: a Deep Learning Approach for Source Camera Model Identification based on Videos Taken with Smartphone
Akbari, Younes; Almaadeed, Noor; Al-Maadeed, Somaya; Khelifi, Fouad; Bouridane, Ahmed ( Institute of Electrical and Electronics Engineers Inc. , 2022 , Conference Paper)Recent advances in digital imaging have meant that every smartphone has a video camera that can record high-quality video for free and without restrictions. In addition, rapidly developing Internet technology has contributed ...