Dr Fouad Khelifi

Associate Professor

Department: Computer and Information Sciences

EE Fouadkhelifi Staffprofile 255 I am currently Associate Professor in Computer Science in the department of Computer and Information Sciences where I am involved in the teaching of various modules in the areas of computer science and am carrying out research in computer vision and machine learning, image and video processing, biometrics and multimedia forensics, and medical image analysis. I joined the Queen's University of Belfast as a research student in 2004 and received the PhD degree from the School of Computer Science in 2007. I then held a research position in the Digital Media and Systems Research institute, University of Bradford for about two years before joining Northumbria University in 2010. A list of publications is available on my entry in Google Scholar and key publications can be found on Northumbria Research Link.

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Key Publications

Please visit the Pure Research Information Portal for further information
Hierarchical Deep Learning Approach using Fusion Layer for Source Camera Model Identification based on Video Taken by Smartphone, Akbari, Y., Almaadeed, S., Elharrouss, O., Ottakath, N., Khelifi, F. 15 Mar 2024, In: Expert Systems with Applications
A New Dataset for Forged Smartphone Videos Detection: Description and Analysis, Akbari, Y., Najeeb, A., Al-Maadeed, S., Elharrouss, O., Khelifi, F., Lawgaly, A. 17 Jul 2023, In: IEEE Access
Exploring Classification Models for Video Source Device Identification: A Study of CNN-SVM and Softmax classifier, Ottakath, N., Akbari, Y., Almaadeed, S., Bouridane, A., Khelifi, F. 23 Oct 2023, 2023 International Symposium on Networks, Computers and Communications (ISNCC), Piscataway, US, IEEE
Exudate and Drusen Classification in Retinal Images Using Bagged Colour Vector Angles and Inter Colour Local Binary Patterns, Omar, M., Khelifi, F., Tahir, M. 15 Nov 2023, In: Multimedia Tools and Applications
A Filtering Method for SIFT based Palm Vein Recognition, Perera, K., Khelifi, F., Belatreche, A. 30 Nov 2022, 2022 International Conference on Digital Image Computing: Techniques and Applications (DICTA), Piscataway, NJ, IEEE
A new, enhanced EZW image codec with subband classification, Brahimi, T., Khelifi, F., Laouir, F., Kacha, A. 1 Feb 2022, In: Multimedia Systems
A New Forensic Video Database for Source Smartphone Identification: Description and Analysis, Akbari, Y., Al-Maadeed, S., Al-Maadeed, N., Najeeb, A., Al-Ali, A., Khelifi, F., Lawgaly, A. 25 Feb 2022, In: IEEE Access
A novel image enhancement method for palm vein images, Perera, K., Khelifi, F., Belatreche, A. 17 May 2022, Proceedings of the IEEE International Conference on Control, Decisions and Information Technologies (CODIT 2022) , Piscataway, NJ, IEEE
Convolutional Neural Network–Based Automatic Classification of Colorectal and Prostate Tumor Biopsies Using Multispectral Imagery: System Development Study, Peyret, R., AlSaeed, D., Khelifi, F., Al-Ghreimil, N., Al-Baity, H., Bouridane, A. 9 Feb 2022, In: JMIR Bioinformatics and Biotechnology
Digital Forensic Analysis for Source Video Identification: a Survey, Akbari, Y., Almaadeed, S., Elharrouss, O., Khelifi, F., Lawgaly, A., Bouridane, A. 1 Jun 2022, In: Forensic Science International

PGR Supervision

Ikechukwu Ikpeama Machine Learning Application for Cyber Security of Industrial Control Systems Start Date: 01/03/2024
Mohamed Omar Retinal Image Analysis for Eye Disease Detection and Classification Start Date: 09/12/2014 End Date: 07/11/2018
Ashref Lawgaly Digital Camera Identification Using Sensor Pattern Noise for Forensic Applications Start Date: 05/03/2012 End Date: 27/02/2017
Supakorn Prungsinchai Robust and Secure Perceptual Image Hashing in the Transform Domain Start Date: 20/09/2011 End Date: 24/07/2014
Egallekanda Perera Efficient Keypoint-based palm-vein recognition Start Date: 28/01/2019
Egallekanda Perera Start Date: 28/01/2019 End Date: 19/11/2020
Farah Nafees Ahmed Temporal Image Forensics for Picture Dating based on Machine Learning Start Date: 01/03/2017 End Date: 02/03/2022
Jumma Almaghtuf Full and Partial Palmprint Recognition with local features Start Date: 18/04/2013 End Date: 11/06/2019
Naser Alfed Automated Melanoma Skin Cancer Diagnosis Using Colour and Textural Features in Standard and Dermoscopic Images Start Date: 14/11/2014 End Date: 14/12/2017
BINGZHANG HU Start Date: 23/12/2016

Qualifications

Computing Science PhD September 01 2004
Fellow (FHEA) Higher Education Academy (HEA) 2014

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Research at Northumbria

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