Mahmoud Elmezain

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 8

Top Topics

Breast Ultrasound

Dynamic Conditional Random Fields

Shape Descriptors

Segmentation Algorithm

Top Venues

Int. J. Appl. Math. Comput. Sci.

Publications

Khalid M. Hosny, Wael Said, Mahmoud Elmezain, Mohamed A. Kassem
Explainable deep inherent learning for multi-classes skin lesion classification. Appl. Soft Comput. 159 (2024)
Mahmoud Elmezain, Majed Alwateer, Rasha El-Agamy, El-Sayed Atlam, Hani M. Ibrahim
Forward Hand Gesture Spotting and Prediction Using HMM-DNN Model. Informatics 10 (1) (2023)
Meshrif Alruily, Wael Said, Ayman Mohamed Mostafa, Mohamed M. Ezz, Mahmoud Elmezain
Breast Ultrasound Images Augmentation and Segmentation Using GAN with Identity Block and Modified U-Net 3+. Sensors 23 (20) (2023)
Mahmoud Elmezain, Amena Mahmoud, Diana T. Mosa, Wael Said
Brain Tumor Segmentation Using Deep Capsule Network and Latent-Dynamic Conditional Random Fields. J. Imaging 8 (7) (2022)
Mahmoud Elmezain, Amer Malki, Ibrahim Gad, El-Sayed Atlam
Hybrid Deep Learning Model-Based Prediction of Images Related to Cyberbullying. Int. J. Appl. Math. Comput. Sci. 32 (2) (2022)
Talal H. Noor, Abdulqader Almars, Ibrahim Gad, El-Sayed Atlam, Mahmoud Elmezain
Spatial Impressions Monitoring during COVID-19 Pandemic Using Machine Learning Techniques. Comput. 11 (4) (2022)
Mahmoud Elmezain, Hani M. Ibrahem
Retrieving Semantic Image Using Shape Descriptors and Latent-Dynamic Conditional Random Fields. Comput. J. 64 (12) (2021)
Mahmoud Elmezain, Ayoub Al-Hamadi
Vision-based human activity recognition using. Int. Arab J. Inf. Technol. 15 (3) (2018)
Moftah Elzobi, Ayoub Al-Hamadi, Laslo Dings, Mahmoud Elmezain, Anwar Saeed
A Hidden Markov Model-Based Approach with an Adaptive Threshold Model for Off-Line Arabic Handwriting Recognition. ICDAR (2013)
Mahmoud Elmezain, Ayoub Al-Hamadi
LDCRFs-based hand gesture recognition. SMC (2012)
Mahmoud Elmezain, Ayoub Al-Hamadi, Bernd Michaelis
A Robust Method for Hand Gesture Segmentation and Recognition Using Forward Spotting Scheme in Conditional Random Fields. ICPR (2010)
Samy Sadek, Ayoub Al-Hamadi, Mahmoud Elmezain, Bernd Michaelis, Usama Sayed
Human activity recognition via temporal moment invariants. ISSPIT (2010)
Mahmoud Elmezain, Ayoub Al-Hamadi, Samy Sadek, Bernd Michaelis
Robust methods for hand gesture spotting and recognition using Hidden Markov Models and Conditional Random Fields. ISSPIT (2010)
Mahmoud Elmezain, Ayoub Al-Hamadi, Bernd Michaelis
Hand Gesture Spotting Based on 3D Dynamic Features Using Hidden Markov Models. FGIT-SIP (2009)
Mahmoud Elmezain, Ayoub Al-Hamadi, Bernd Michaelis
Hand trajectory-based gesture spotting and recognition using HMM. ICIP (2009)
Mahmoud Elmezain, Ayoub Al-Hamadi, Bernd Michaelis
A Novel System for Automatic Hand Gesture Spotting and Recognition in Stereo Color Image. J. WSCG 17 (1-3) (2009)
Jörg Appenrodt, Ayoub Al-Hamadi, Mahmoud Elmezain, Bernd Michaelis
Data Gathering for Gesture Recognition Systems Based on Mono Color-, Stereo Color- and Thermal Cameras. FGIT (2009)
Mahmoud Elmezain, Ayoub Al-Hamadi, Jörg Appenrodt, Bernd Michaelis
A Hidden Markov Model-based continuous gesture recognition system for hand motion trajectory. ICPR (2008)
Mahmoud Elmezain, Ayoub Al-Hamadi, Bernd Michaelis
Real-Time Capable System for Hand Gesture Recognition Using Hidden Markov Models in Stereo Color Image Sequences. J. WSCG 16 (1-3) (2008)