I am a dual PhD holder with expertise in Informatics Engineering and Signals and Communications, currently focusing on cutting-edge research in artificial intelligence and human-computer interaction. My research spans across multiple domains including computer vision, machine learning, deep learning, and their applications in real-world scenarios.

• October 2025: Accepted two journal papers (CVIU and JAG) and two conference papers at ICSPIS 2025.
• September 2025: Accepted a paper at the ArabicNLP Workshop for the QIAS 2025 Challenge (EMNLP 2025).
• July 2025: Successfully defended my PhD thesis in July 2025.
• May 2025: 2 Papers accepted at ICIAP 2025 and Paper accepted at MLSP 2025.

• 🖼️ Facial Age & Gender Estimation: Developing models for accurate demographic prediction from facial images.
• 🤔 Personality Trait Analysis: Exploring computer vision techniques to infer personality from visual cues.
• 👁️ Eye Blinking & Gait Analysis: Researching dynamic facial and body movements for various applications.
• 🎨 Background Subtraction: Techniques for separating foreground objects from static backgrounds in video streams.

• ⏳ Spatiotemporal CNNs: Designing convolutional neural networks that effectively process data across space and time.
• 🧩 Deep Multi-Scale Networks: Building networks that analyze features at multiple resolutions for robust perception.
• 🛠️ Feature Engineering (LBP, Deep Features): Crafting effective features for machine learning models, from traditional LBP to modern deep learning representations.
• 🎯 Pattern Recognition: Core algorithms and methodologies for identifying patterns in complex datasets.

• 🛡️ Face Presentation Attack Detection: Developing systems to detect spoofing attempts in face recognition.
• 👨‍👩‍👧‍👦 Kinship Verification: Researching methods to determine familial relationships from facial images.
• 💼 Job Candidate Screening: Applying computer vision and machine learning for objective analysis in recruitment.
• 📊 Soft Biometrics & Demographics: Extracting and utilizing characteristics like age, gender, and ethnicity for various applications.

• PhD in Informatics Engineering (2025) - Informatics Engineering
• PhD in Signals and Communications (2017) - Signals and communications
• Master's in Computer Science (2013) - Telecommunications
• Bachelor's in Computer Science (2011) - Communications, signals and systems

• 📄 LoLA-SpecViT: Local Attention SwiGLU Vision Transformer with LoRA for Hyperspectral Imaging"** (2025)

• "SegDT: A Diffusion Transformer-Based Segmentation Model for Medical Imaging" (2025) - ICIAP

• project - More projects coming soon!

• wc3files - Warcraft III map file reader/writer

• Website: salah.bekhouche.com
• Email: bekhouchesalah at gmail.com
• Google Scholar: Salah Eddine Bekhouche
• LinkedIn: bekhouche
• GitHub: Bekhouche
• Hugging Face: Bekhouche