Mahmoud Elmezain

24 papers A 1B 5Journal 14Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Advancing Underwater Vision: A Survey of Deep Learning Models for Underwater Object Recognition and Tracking. IEEE Access Mahmoud Elmezain, Lyes Saad Saoud, Atif Sultan, Mohamed Heshmat, Lakmal D. Seneviratne, Irfan Hussain
2025	J	`jnl`	Autonomous robotic systems for coral reef monitoring: Review and open research issues. Ecol. Informatics Atif Sultan, Lyes Saad Saoud, Mahmoud Elmezain, Mohamed Heshmat, Lakmal D. Seneviratne, Irfan Hussain
2024	J	`jnl`	Beyond observation: Deep learning for animal behavior and ecological conservation. Ecol. Informatics Lyes Saad Saoud, Atif Sultan, Mahmoud Elmezain, Mohamed Heshmat, Lakmal D. Seneviratne, Irfan Hussain
2024	B	`conf`	CLIFS: Clip-Driven Few-Shot Learning for Baggage Threat Classification. ICIP Abdelfatah Hassan Ahmed, Divya Velayudhan, Mahmoud Elmezain, Muaz Al Radi, Abderrahmene Boudiaf, Taimur Hassan, Mohamed Deriche, Mohammed Bennamoun, Naoufel Werghi
2024	J	`jnl`	Explainable deep inherent learning for multi-classes skin lesion classification. Appl. Soft Comput. Khalid M. Hosny, Wael Said, Mahmoud Elmezain, Mohamed A. Kassem
2024	J	`jnl`	Seeing Through the Haze: A Comprehensive Review of Underwater Image Enhancement Techniques. IEEE Access Lyes Saad Saoud, Mahmoud Elmezain, Atif Sultan, Mohamed Heshmat, Lakmal D. Seneviratne, Irfan Hussain
2023	J	`jnl`	Breast Ultrasound Images Augmentation and Segmentation Using GAN with Identity Block and Modified U-Net 3+. Sensors Meshrif Alruily, Wael Said, Ayman Mohamed Mostafa, Mohamed M. Ezz, Mahmoud Elmezain
2023	J	`jnl`	Forward Hand Gesture Spotting and Prediction Using HMM-DNN Model. Informatics Mahmoud Elmezain, Majed Alwateer, Rasha F. El-Agamy, El-Sayed Atlam, Hani M. Ibrahim
2022	J	`jnl`	Brain Tumor Segmentation Using Deep Capsule Network and Latent-Dynamic Conditional Random Fields. J. Imaging Mahmoud Elmezain, Amena Mahmoud, Diana T. Mosa, Wael Said
2022	J	`jnl`	Hybrid Deep Learning Model-Based Prediction of Images Related to Cyberbullying. Int. J. Appl. Math. Comput. Sci. Mahmoud Elmezain, Amer Malki, Ibrahim Gad, El-Sayed Atlam
2022	J	`jnl`	Spatial Impressions Monitoring during COVID-19 Pandemic Using Machine Learning Techniques. Comput. Talal H. Noor, Abdulqader Almars, Ibrahim Gad, El-Sayed Atlam, Mahmoud Elmezain
2021	J	`jnl`	Retrieving Semantic Image Using Shape Descriptors and Latent-Dynamic Conditional Random Fields. Comput. J. Mahmoud Elmezain, Hani M. Ibrahem
2018	J	`jnl`	Vision-based human activity recognition using. Int. Arab J. Inf. Technol. Mahmoud Elmezain, Ayoub Al-Hamadi
2013	A	`conf`	A Hidden Markov Model-Based Approach with an Adaptive Threshold Model for Off-Line Arabic Handwriting Recognition. ICDAR Moftah Elzobi, Ayoub Al-Hamadi, Laslo Dings, Mahmoud Elmezain, Anwar Saeed
2012	B	`conf`	LDCRFs-based hand gesture recognition. SMC Mahmoud Elmezain, Ayoub Al-Hamadi
2010	B	`conf`	A Robust Method for Hand Gesture Segmentation and Recognition Using Forward Spotting Scheme in Conditional Random Fields. ICPR Mahmoud Elmezain, Ayoub Al-Hamadi, Bernd Michaelis
2010	—	`conf`	Human activity recognition via temporal moment invariants. ISSPIT Samy Sadek, Ayoub Al-Hamadi, Mahmoud Elmezain, Bernd Michaelis, Usama Sayed
2010	—	`conf`	Robust methods for hand gesture spotting and recognition using Hidden Markov Models and Conditional Random Fields. ISSPIT Mahmoud Elmezain, Ayoub Al-Hamadi, Samy Sadek, Bernd Michaelis
2009	J	`jnl`	A Novel System for Automatic Hand Gesture Spotting and Recognition in Stereo Color Image. J. WSCG Mahmoud Elmezain, Ayoub Al-Hamadi, Bernd Michaelis
2009	—	`conf`	Data Gathering for Gesture Recognition Systems Based on Mono Color-, Stereo Color- and Thermal Cameras. FGIT Jörg Appenrodt, Ayoub Al-Hamadi, Mahmoud Elmezain, Bernd Michaelis
2009	—	`conf`	Hand Gesture Spotting Based on 3D Dynamic Features Using Hidden Markov Models. FGIT-SIP Mahmoud Elmezain, Ayoub Al-Hamadi, Bernd Michaelis
2009	B	`conf`	Hand trajectory-based gesture spotting and recognition using HMM. ICIP Mahmoud Elmezain, Ayoub Al-Hamadi, Bernd Michaelis
2008	B	`conf`	A Hidden Markov Model-based continuous gesture recognition system for hand motion trajectory. ICPR Mahmoud Elmezain, Ayoub Al-Hamadi, Jörg Appenrodt, Bernd Michaelis
2008	J	`jnl`	Real-Time Capable System for Hand Gesture Recognition Using Hidden Markov Models in Stereo Color Image Sequences. J. WSCG Mahmoud Elmezain, Ayoub Al-Hamadi, Bernd Michaelis