Publications by authors named "Rakan Alrashidi"
Sensors (Basel)
June 2024
Article Synopsis
- * The paper proposes a hybrid model utilizing deep learning techniques, combining Convolutional Neural Networks (CNN) and Long Short-Term Memory (LSTM) classifiers to recognize Arabic Sign Language (ArSL) through spatial and temporal analysis of sign gestures.
- * The model was tested with a dataset of 20 words and achieved high accuracy rates (94.40% for CNN and 82.70% for LSTM), showing potential to improve communication for the hearing-impaired community in Saudi Arabia and promote inclusivity.
