| 2024 | ICIP | CLIFS: Clip-Driven Few-Shot Learning for Baggage Threat Classification. | Abdelfatah Hassan Ahmed, Divya Velayudhan, Mahmoud Elmezain, Muaz Al Radi, Abderrahmene Boudiaf, Taimur Hassan, Mohamed Deriche, Mohammed Bennamoun, Naoufel Werghi |
| 2013 | ICDAR | A Hidden Markov Model-Based Approach with an Adaptive Threshold Model for Off-Line Arabic Handwriting Recognition. | Moftah Elzobi, Ayoub Al-Hamadi, Laslo Dings, Mahmoud Elmezain, Anwar Saeed |
| 2012 | SMC | LDCRFs-based hand gesture recognition. | Mahmoud Elmezain, Ayoub Al-Hamadi |
| 2010 | ICPR | A Robust Method for Hand Gesture Segmentation and Recognition Using Forward Spotting Scheme in Conditional Random Fields. | Mahmoud Elmezain, Ayoub Al-Hamadi, Bernd Michaelis |
| 2009 | ICIP | Hand trajectory-based gesture spotting and recognition using HMM. | Mahmoud Elmezain, Ayoub Al-Hamadi, Bernd Michaelis |
| 2008 | ICPR | A Hidden Markov Model-based continuous gesture recognition system for hand motion trajectory. | Mahmoud Elmezain, Ayoub Al-Hamadi, Jrg Appenrodt, Bernd Michaelis |