Fouad Khelifi

Search results

• 2023

  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, 6 p. (International Symposium on Networks, Computers and Communications (ISNCC)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File
  24 Downloads (Pure)
• 2022

  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, p. 1-7 7 p. (Proceedings of the Digital Image Computing: Technqiues and Applications (DICTA)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Distance 100%
  • Images 66%
  • Performance 33%
  • Value 33%
  • Variations 33%
  41 Downloads (Pure)

• 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) : (CODIT 2022) . Piscataway, NJ: IEEE, 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Images 100%
  • Features Detection 50%
  • Image Enhancement 50%
  • Demonstrates 33%
  • Contrast 33%
  2 Citations (Scopus)

  142 Downloads (Pure)

• Fast and Blind Detection of Rate-Distortion-Preserving Video Watermarks

  Mareen, H., Van Walledael, G., Lambert, P. & Khelifi, F., 23 Aug 2022, ARES '22: Proceedings of the 17th International Conference on Availability, Reliability and Security. New York, NY, USA: ACM, p. 1-7 7 p. 158

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Distortion Rate 100%
  35 Downloads (Pure)

• PRNU Estimation based on Weighted Averaging for Source Smartphone Video Identification

  Lawgaly, A., Khelifi, F., Bouridane, A., Al-Maaddeed, S. & Akbari, Y., 17 May 2022, Proceedings of the IEEE International Conference on Control, Decisions and Information Technologies: (CODIT 2022) . Piscataway, NJ: IEEE, 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Weighted Averaging 100%
  • Identification 66%
  • Sensor 66%
  • Experimental Result 33%
  • Forensics 33%
  4 Citations (Scopus)

  70 Downloads (Pure)

• PRNU-Net: a Deep Learning Approach for Source Camera Model Identification based on Videos Taken with Smartphone

  Akbari, Y., Almaadeed, N., Al-Maadeed, S., Khelifi, F. & Bouridane, A., 21 Aug 2022, 2022 26th International Conference on Pattern Recognition (ICPR). Piscataway, NJ: IEEE, p. 599-605 7 p. (International Conference on Pattern Recognition (ICPR)).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Smartphones 100%
  • Convolutional Neural Network 100%
  • Simulation Mode 50%
  • Database 50%
  • Experimental Result 50%
  8 Citations (Scopus)

  319 Downloads (Pure)

• Three Dimensional Denoising Filter For Effective Source Smartphone Video Identification and Verification

  Lawgaly, A., Khelifi, F., Bouridane, A., Al-Maaddeed, S. & Akbari, Y., 11 Mar 2022, Proceedings of 2022 7th International Conference on Machine Learning Technologies, ICMLT 2022: 2022 7th International Conference on Machine Learning Technologies (ICMLT). New York, US: ACM, p. 124-130 7 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Smartphones 100%
  • Research Worker 33%
  • Experimental Result 33%
  • Identification 33%
  • Forensics 33%
  4 Citations (Scopus)

  29 Downloads (Pure)
• 2021

  Sensor Pattern Noise Estimation using Non-Textured Video Frames for Efficient Source Smartphone Identification and Verification

  Lawgaly, A., Khelifi, F., Bouridane, A. & Al-Maaddeed, S., 16 Aug 2021, Proceedings - 2021 International Conference on Computing, Electronics and Communications Engineering, iCCECE 2021. Miraz, M. H., Southall, G., Ali, M., Ware, A. & Soomro, S. (eds.). Piscataway: IEEE, p. 19-24 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  File

  • Identification 100%
  • Smartphones 100%
  • Lossy Compression 100%
  • Sensor 100%
  • Experimental Result 50%
  7 Citations (Scopus)

  51 Downloads (Pure)
• 2020

  Temporal image forensic analysis for picture dating with deep learning

  Ahmed, F., Khelifi, F., Lawgaly, A. & Bouridane, A., 17 Aug 2020, Proceedings - 2020 International Conference on Computing, Electronics and Communications Engineering, iCCECE 2020. Miraz, M. H., Excell, P. S., Ware, A., Soomro, S. & Ali, M. (eds.). IEEE, p. 109-114 6 p. 9231160

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Forensic Image 100%
  • Database 33%
  • Deep Learning 33%
  • Temporal Change 33%
  • Convolutional Neural Network 33%
  7 Citations (Scopus)
• 2019

  3D Gaussian descriptor for video-based person re-identification

  Riachy, C., Organisciak, D., Almaadeed, N., Khelifi, F. & Bouridane, A., 27 May 2019, International Conference in Central Europe on Computer Graphics, Visualisation, and Computer Vision. PlZen, Czech Republic: Vaclav Skala Union Agency, p. 173 8 p. (Computer Science Research Notes).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Person Re-Identification 100%
  • Descriptors 75%
  • Representation 50%
  • Distance Metric 50%
  • Complexity 25%
  1 Citation (Scopus)

• Comparative Analysis of a Deep Convolutional Neural Network for Source Camera Identification

  Ahmed, F., Khelifi, F., Lawgaly, A. & Bouridane, A., 16 Jan 2019, Proceedings of 12th International Conference on Global Security, Safety and Sustainability, ICGS3 2019. Piscataway, NJ: Institute of Electrical and Electronics Engineers Inc., p. 1 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Identification 100%
  • Convolutional Neural Network 60%
  • Deep Learning 60%
  • Comparative Analysis 40%
  • Simulation Mode 20%
  22 Citations (Scopus)
• 2017

  Automatic diagnosis of prostate cancer using multispectral based linear binary pattern bagged codebooks

  Peyret, R., Khelifi, F., Bouridane, A., Almaadeed, S. & Tahir, M., 30 Sept 2017, In the proceedings of the International Conference on Bioengineering for smart cities (Biosmart 2017). Paris, France: IEEE

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  3 Citations (Scopus)

• Multi-label learning model for improving retinal image classification in diabetic retinopathy

  Omar, M. A., Tahir, M. A. & Khelifi, F., 9 Nov 2017, 2017 4th International Conference on Control, Decision and Information Technologies (CoDIT). IEEE, p. 0202-0207

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Multiclass Classifier 100%
  5 Citations (Scopus)
• 2015

  Pigment network-based skin cancer detection

  Alfed, N., Khelifi, F., Bouridane, A. & Seker, H., 5 Nov 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015. Institute of Electrical and Electronics Engineers Inc., p. 7214-7217 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Skin 100%
  • Cancer Diagnosis 75%
  • Skin Cancer 75%
  • Detection 75%
  • Patient 50%
  27 Citations (Scopus)
• 2010

  An efficient feature extraction technique based on the histogram of block DCT coefficients

  Mohamed, A., Khelifi, F., Jiang, J. & Ipson, S., 1 Jan 2010, Proceedings of the seventh IASTED international conference on signal processing, pattern recognition, and applications. Zagar, B., Kuijper, A. & Sahbi, H. (eds.). Anaheim: ACTA Press, Vol. 678.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Quantization 100%
  • Feature Extraction 66%
  • Image Database 66%
  • Feature Vector 66%
  • User 33%

• A robust image watermarking scheme based on normalised circular image in the DWT domain

  Nasir, I., Khelifi, F., Jiang, J. & Ipson, S., 18 Oct 2010, 2010 10th International Conference on Information Science, Signal Processing and their Applications, (ISSPA) : Kuala Lumpur, Malaysia, 10-13 May 2010. Institute of Electrical and Electronics Engineers (ed.). Piscataway: IEEE, p. 33-36 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Geometric Attack 100%
  • Watermarking Scheme 100%
  • Domains 50%
  • Experimental Result 50%
  • Filtering 50%

• Efficient content-based image retrieval based on semantic object detection

  Mohamed, A., Khelifi, F., Jiang, J. & Ipson, S., 18 Oct 2010, 2010 10th International Conference on Information Science, Signal Processing and their Applications, (ISSPA): Kuala Lumpur, Malaysia, 10-13 May 2010. Institute of Electrical and Electronics Engineers (ed.). Piscataway: IEEE, p. 193-196 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Semantic Object 100%
  1 Citation (Scopus)

• Robust Image Watermarking Scheme based on End-Stopped wavelets Feature Detector

  Nasir, I., Khelifi, F., Jiang, J. & Ipson, S., Feb 2010, Proceedings of the 7th IASTED International Conference on Signal Processing, Pattern Recognition and Applications, SPPRA 2010. Zager, B., Kuijper, A. & Sahbi, H. (eds.). Anaheim: ACTA Press, p. 169-174 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Geometric Attack 100%
  • Signal Processing 100%
  • Watermarking Scheme 100%
  • Feature Detector 100%
  • Experimental Result 50%
• 2009

  A Memory Management System towards Cognitive Assistance of Elderly People

  Khelifi, F., Trundle, P. & Jiang, J., 10 Jun 2009, Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living. Part II: 10th International Work-Conference on Artificial Neural Networks, IWANN 2009 Workshops, Salamanca, Spain, June 10-12, 2009 : Proceedings. Omatu, S. (ed.). Springer, Vol. 1. p. 735-739 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Memory Management 100%
  • User 50%
  • Innovations 50%
  • Computer 50%
  • Correlation 50%
• 2007

  Maximum-Likelihood watermarking detection on fingerprint images

  Zebbiche, K., Khelifi, F. & Bouridane, A., 20 Aug 2007, BLISS 2007: 2007 ECSIS Symposium on Bio-inspired, Learning, and Intelligent Systems for Security. IEEE, p. 15-18 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Fingerprint Image 100%
  • Simulation Mode 50%
  • Wavelet Transforms 50%
  • Transform Coefficient 50%
  • Detection 25%
  4 Citations (Scopus)

• Multibit decoding of multiplicative watermarking for fingerprint images

  Zebbiche, K., Khelifi, F. & Bouridane, A., 1 Jul 2007, In the proceedings of the IET International Conference on Visual Information Engineering (VIE 2007). 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  Open Access

  • Decoding Error 100%