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
Publications
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LoLA-SpecViT: Local attention SwiGLU vision transformer with LoRA for hyperspectral imagingInternational Journal of Applied Earth Observation and Geoinformation, 2025, 144, pp.104924. ⟨10.1016/j.jag.2025.104924⟩ |
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Facial Age Estimation Using Multi-Stage Deep Neural NetworksElectronics, 2024, 13, ⟨10.3390/electronics13163259⟩ |
RGBD deep multi-scale network for background subtractionInternational Journal of Multimedia Information Retrieval, 2022, 11, pp.395-407. ⟨10.1007/s13735-022-00232-x⟩ |
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Face Presentation Attack Detection Using Deep Background SubtractionSensors, 2022, 22 (10), pp.3760. ⟨10.3390/s22103760⟩ |
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Pyramid multi-level features for facial demographic estimationExpert Systems with Applications, 2017, 80 (1), pp.297-310. ⟨10.1016/j.eswa.2017.03.030⟩ |
Improving ViBe-based Background Subtraction Techniques Using RGBD Information2022 7th International Conference on Image and Signal Processing and their Applications (ISPA), May 2022, Mostaganem, Algeria. pp.1-6, ⟨10.1109/ISPA54004.2022.9786278⟩ |
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Kinship Verification From Gait?27th IEEE International Conference on Image Processing (ICIP 2020), Oct 2020, Abu Dhabi, United Arab Emirates. pp.2950-2954, ⟨10.1109/ICIP40778.2020.9190787⟩ |
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Investigating Deep CNNs Models Applied in Kinship Verification through Facial Images5th International Conference on Frontiers of Signal Processing (ICFSP 2019), Sep 2019, Marseille, France |
Kinship Verification using Mixed Descriptors and Multi Block Face Representation2019 International Conference on Networking and Advanced Systems (ICNAS), Jun 2019, Annaba, Algeria. pp.1-6, ⟨10.1109/ICNAS.2019.8807875⟩ |
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Personality Traits and Job Candidate Screening via Analyzing Facial Videos2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Jul 2017, Honolulu, HI, United States. pp.1660-1663, ⟨10.1109/CVPRW.2017.211⟩ |
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Face spoofing detection using local binary patterns and Fisher Score2015 3rd International Conference on Control, Engineering & Information Technology (CEIT), May 2015, Tlemcen, Algeria. pp.1-5, ⟨10.1109/CEIT.2015.7233145⟩ |
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Automatic Age Estimation And Gender Classification In The WildInternational Conference on Automatic control, Telecommunications and Signals (ICATS15), Nov 2015, Annaba, Algeria |
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Facial age estimation and gender classification using multi level local phase quantization2015 3rd International Conference on Control, Engineering & Information Technology (CEIT), May 2015, Tlemcen, Algeria. pp.1-4, ⟨10.1109/CEIT.2015.7233141⟩ |
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Face Spoofing Detection From Single Images Using Active Shape Models with Stasm And LBPCVA’ 2015, Apr 2015, Tizi Ouzou, Algeria |
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Face spoofing detection using Multi-Level Local Phase Quantization (ML-LPQ)International Conference on Automatic control, Telecommunications and Signals (ICATS15), Nov 2015, Annaba, Algeria |
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Facial age estimation using BSIF and LBPFirst International Conference on Electrical Engineering ICEEB’14, Dec 2014, Biskra, Algeria |
VLM-PAR: A Vision Language Model for Pedestrian Attribute Recognition2025 |
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Enhanced Arabic Text Retrieval with Attentive Relevance Scoring2025 |
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SegDT: A Diffusion Transformer-Based Segmentation Model for Medical Imaging2025 |
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CVPD at QIAS 2025 Shared Task: An Efficient Encoder-Based Approach for Islamic Inheritance Reasoning2025 |
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C-DiffDet+: Fusing Global Scene Context with Generative Denoising for High-Fidelity Object Detection2025 |