3 papers
cs.CV2025
Revolutionizing Communication with Deep Learning and XAI for Enhanced Arabic Sign Language Recognition
Mazen Balat, Rewaa Awaad, Ahmed B. Zaky +1
This study introduces an integrated approach to recognizing Arabic Sign Language (ArSL) using state-of-the-art deep learning models such as MobileNetV3, ResNet50, and EfficientNet-…
cs.CV2024
Explainable AI in Handwriting Detection for Dyslexia Using Transfer Learning
Mahmoud Robaa, Mazen Balat, Rewaa Awaad +2
This study introduces an explainable AI (XAI) framework for the detection of dyslexia through handwriting analysis, achieving an impressive test precision of 99.65%. The framework…
cs.CV2024
Advanced Arabic Alphabet Sign Language Recognition Using Transfer Learning and Transformer Models
Mazen Balat, Rewaa Awaad, Hend Adel +2
This paper presents an Arabic Alphabet Sign Language recognition approach, using deep learning methods in conjunction with transfer learning and transformer-based models. We study…