Salah Eddine Bekhouche

Présentation

Senior researcher with a demonstrated history of applied research. Strong background and interest in computer vision, pattern recognition, machine learning, deep learning, biometrics and face analysis. Guru of computers, programming languages, web development, and advanced tools and libraries. Fan of opensource and reproducible research. Previously, worked in a company that develops image analysis solutions in France. Holding a Master's degree in Telecommunications in 2013 and PhD Degree in Signals and Communications in 2017.

Publications

Article dans une revue (5)

LoLA-SpecViT: Local attention SwiGLU vision transformer with LoRA for hyperspectral imaging Fadi Abdeladhim Zidi,Djamel Eddine Boukhari,Abdellah Zakaria Sellam,Abdelkrim Ouafi,Cosimo Distanteet al. International Journal of Applied Earth Observation and Geoinformation, 2025, 144, pp.104924. ⟨10.1016/j.jag.2025.104924⟩ Article dans une revue hal-05393562v1
Facial Age Estimation Using Multi-Stage Deep Neural Networks Salah Eddine Bekhouche,Azeddine Benlamoudi,Fadi Dornaika,Hichem Telli,Yazid Bounab Electronics, 2024, 13, ⟨10.3390/electronics13163259⟩ Article dans une revue hal-04690021v1
RGBD deep multi-scale network for background subtraction Ihssane Houhou,Athmane Zitouni,Yassine Ruichek,Salah Eddine Bekhouche,Mohamed Kaset al. International Journal of Multimedia Information Retrieval, 2022, 11, pp.395-407. ⟨10.1007/s13735-022-00232-x⟩ Article dans une revue hal-03672240v1
Face Presentation Attack Detection Using Deep Background Subtraction Azeddine Benlamoudi,Salah Eddine Bekhouche,Maarouf Korichi,Khaled Bensid,Abdeldjalil Ouahabiet al. Sensors, 2022, 22 (10), pp.3760. ⟨10.3390/s22103760⟩ Article dans une revue hal-03679760v1
Pyramid multi-level features for facial demographic estimation Salah Eddine Bekhouche,Abdelkrim Ouafi,Fadi Dornaika,Abdelmalik Taleb-Ahmed,Abdenour Hadid Expert Systems with Applications, 2017, 80 (1), pp.297-310. ⟨10.1016/j.eswa.2017.03.030⟩ Article dans une revue hal-03429231v1

Communication dans un congrès (11)

Improving ViBe-based Background Subtraction Techniques Using RGBD Information Ihssane Houhou,Athmane Zitouni,Yassine Ruichek,Salah Eddine Bekhouche,Abdelmalik Taleb-Ahmed 2022 7th International Conference on Image and Signal Processing and their Applications (ISPA), May 2022, Mostaganem, Algeria. pp.1-6, ⟨10.1109/ISPA54004.2022.9786278⟩ Communication dans un congrès hal-03689564v1
Kinship Verification From Gait? Salah Eddine Bekhouche,Abdelhakim Chergui,Abdenour Hadid,Yassine Ruichek 27th IEEE International Conference on Image Processing (ICIP 2020), Oct 2020, Abu Dhabi, United Arab Emirates. pp.2950-2954, ⟨10.1109/ICIP40778.2020.9190787⟩ Communication dans un congrès hal-03571814v1
Investigating Deep CNNs Models Applied in Kinship Verification through Facial Images Abdelhakim Chergui,Salim Ouchtati,Sébastien Mavromatis,Salah Eddine Bekhouche,Jean Sequeira 5th International Conference on Frontiers of Signal Processing (ICFSP 2019), Sep 2019, Marseille, France Communication dans un congrès hal-02400686v1
Kinship Verification using Mixed Descriptors and Multi Block Face Representation Abdelhakim Chergui,Salim Ouchtati,Sébastien Mavromatis,Salah Eddine Bekhouche,Jean Sequeiraet al. 2019 International Conference on Networking and Advanced Systems (ICNAS), Jun 2019, Annaba, Algeria. pp.1-6, ⟨10.1109/ICNAS.2019.8807875⟩ Communication dans un congrès hal-02319850v1
Personality Traits and Job Candidate Screening via Analyzing Facial Videos Salah Eddine Bekhouche,Fadi Dornaika,Abdelkrim Ouafi,Abdelmalik Taleb-Ahmed 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Jul 2017, Honolulu, HI, United States. pp.1660-1663, ⟨10.1109/CVPRW.2017.211⟩ Communication dans un congrès hal-03665995v1
Automatic Age Estimation And Gender Classification In The Wild Salah Eddine Bekhouche,Abdelkrim Ouafi,Azeddine Benlamoudi,Abdelmalik Taleb-Ahmed,Abdenour Hadid International Conference on Automatic control, Telecommunications and Signals (ICATS15), Nov 2015, Annaba, Algeria Communication dans un congrès hal-03412445v1
Facial age estimation and gender classification using multi level local phase quantization Salah Eddine Bekhouche,Abdelkrim Ouafi,Azeddine Benlamoudi,Abdelmalik Taleb-Ahmed,Abdenour Hadid 2015 3rd International Conference on Control, Engineering & Information Technology (CEIT), May 2015, Tlemcen, Algeria. pp.1-4, ⟨10.1109/CEIT.2015.7233141⟩ Communication dans un congrès hal-03417048v1
Face spoofing detection using local binary patterns and Fisher Score Azeddine Benlamoudi,Djamel Samai,Abdelkrim Ouafi,Salah Eddine Bekhouche,Abdelmalik Taleb-Ahmedet al. 2015 3rd International Conference on Control, Engineering & Information Technology (CEIT), May 2015, Tlemcen, Algeria. pp.1-5, ⟨10.1109/CEIT.2015.7233145⟩ Communication dans un congrès hal-03417090v1
Face Spoofing Detection From Single Images Using Active Shape Models with Stasm And LBP Azeddine Benlamoudi,Djamel Samai,Abdelkrim Ouafi,Abdelmalik Taleb-Ahmed,Salah Eddine Bekhoucheet al. CVA’ 2015, Apr 2015, Tizi Ouzou, Algeria Communication dans un congrès hal-03417226v1
Face spoofing detection using Multi-Level Local Phase Quantization (ML-LPQ) Azeddine Benlamoudi,Djamel Samai,Abdelkrim Ouafi,Salah Eddine Bekhouche,Abdelmalik Taleb-Ahmedet al. International Conference on Automatic control, Telecommunications and Signals (ICATS15), Nov 2015, Annaba, Algeria Communication dans un congrès hal-03412422v1
Facial age estimation using BSIF and LBP Salah Eddine Bekhouche,Abdelkrim Ouafi,Abdelmalik Taleb-Ahmed,Abdenour Hadid,Azeddine Benlamoudi First International Conference on Electrical Engineering ICEEB’14, Dec 2014, Biskra, Algeria Communication dans un congrès hal-03418633v1

Pré-publication, Document de travail (5)

VLM-PAR: A Vision Language Model for Pedestrian Attribute Recognition Abdellah Zakaria Sellam,Salah Eddine Bekhouche,Fadi Dornaika,Cosimo Distante,Abdenour Hadid 2025 Pré-publication, Document de travail hal-05481979v1
SegDT: A Diffusion Transformer-Based Segmentation Model for Medical Imaging Salah Eddine Bekhouche,Gaby Maroun,Fadi Dornaika,Abdenour Hadid 2025 Pré-publication, Document de travail hal-05253885v1
CVPD at QIAS 2025 Shared Task: An Efficient Encoder-Based Approach for Islamic Inheritance Reasoning Salah Eddine Bekhouche,Abdellah Zakaria Sellam,Hichem Telli,Cosimo Distante,Abdenour Hadid 2025 Pré-publication, Document de travail hal-05253931v1
C-DiffDet+: Fusing Global Scene Context with Generative Denoising for High-Fidelity Object Detection Abdellah Zakaria Sellam,Ilyes Benaissa,Salah Eddine Bekhouche,Abdenour Hadid,Vito Renóet al. 2025 Pré-publication, Document de travail hal-05253926v1
Enhanced Arabic Text Retrieval with Attentive Relevance Scoring Salah Eddine Bekhouche,Azeddine Benlamoudi,Yazid Bounab,Fadi Dornaika,Abdenour Hadid 2025 Pré-publication, Document de travail hal-05253890v1