Mahmoud Elmezain

According to our database, Mahmoud Elmezain authored at least 19 papers between 2008 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Breast Ultrasound Images Augmentation and Segmentation Using GAN with Identity Block and Modified U-Net 3+.

Meshrif Alruily, Wael Said, Ayman Mohamed Mostafa, Mohamed M. Ezz, Mahmoud Elmezain

Sensors, October, 2023

Forward Hand Gesture Spotting and Prediction Using HMM-DNN Model.

Mahmoud Elmezain, Majed Alwateer, Rasha El-Agamy, El-Sayed Atlam, Hani M. Ibrahim

Informatics, March, 2023

2022

Brain Tumor Segmentation Using Deep Capsule Network and Latent-Dynamic Conditional Random Fields.

Mahmoud Elmezain, Amena Mahmoud, Diana T. Mosa, Wael Said

J. Imaging, 2022

Spatial Impressions Monitoring during COVID-19 Pandemic Using Machine Learning Techniques.

Talal H. Noor, Abdulqader Almars, Ibrahim Gad, El-Sayed Atlam, Mahmoud Elmezain

Comput., 2022

Hybrid Deep Learning Model-Based Prediction of Images Related to Cyberbullying.

Mahmoud Elmezain, Amer Malki, Ibrahim Gad, El-Sayed Atlam

Int. J. Appl. Math. Comput. Sci., 2022

2021

Retrieving Semantic Image Using Shape Descriptors and Latent-Dynamic Conditional Random Fields.

Mahmoud Elmezain, Hani M. Ibrahem

Comput. J., 2021

2018

Vision-based human activity recognition using.

Mahmoud Elmezain, Ayoub Al-Hamadi

Int. Arab J. Inf. Technol., 2018

2013

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

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

2012

LDCRFs-based hand gesture recognition.

Mahmoud Elmezain, Ayoub Al-Hamadi

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

2010

Hand gesture spotting and recognition using HMMs and CRFs in color image sequences.

Mahmoud Othman Selim Mahmoud Elmezain

PhD thesis, 2010

Human activity recognition via temporal moment invariants.

Samy Sadek, Ayoub Al-Hamadi, Mahmoud Elmezain, Bernd Michaelis, Usama Sayed

Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2010

Robust methods for hand gesture spotting and recognition using Hidden Markov Models and Conditional Random Fields.

Mahmoud Elmezain, Ayoub Al-Hamadi, Samy Sadek, Bernd Michaelis

Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2010

A Robust Method for Hand Gesture Segmentation and Recognition Using Forward Spotting Scheme in Conditional Random Fields.

Mahmoud Elmezain, Ayoub Al-Hamadi, Bernd Michaelis

Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009

A Novel System for Automatic Hand Gesture Spotting and Recognition in Stereo Color Image.

Mahmoud Elmezain, Ayoub Al-Hamadi, Bernd Michaelis

J. WSCG, 2009

Hand trajectory-based gesture spotting and recognition using HMM.

Mahmoud Elmezain, Ayoub Al-Hamadi, Bernd Michaelis

Proceedings of the International Conference on Image Processing, 2009

Hand Gesture Spotting Based on 3D Dynamic Features Using Hidden Markov Models.

Mahmoud Elmezain, Ayoub Al-Hamadi, Bernd Michaelis

Proceedings of the Signal Processing, Image Processing and Pattern Recognition, 2009

Data Gathering for Gesture Recognition Systems Based on Mono Color-, Stereo Color- and Thermal Cameras.

Jörg Appenrodt, Ayoub Al-Hamadi, Mahmoud Elmezain, Bernd Michaelis

Proceedings of the Future Generation Information Technology, 2009

2008

Real-Time Capable System for Hand Gesture Recognition Using Hidden Markov Models in Stereo Color Image Sequences.

Mahmoud Elmezain, Ayoub Al-Hamadi, Bernd Michaelis

J. WSCG, 2008

A Hidden Markov Model-based continuous gesture recognition system for hand motion trajectory.

Mahmoud Elmezain, Ayoub Al-Hamadi, Jörg Appenrodt, Bernd Michaelis

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008