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Mahmoud Elmezain
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Books and Theses
- 2010
- [b1]Mahmoud Othman Selim Mahmoud Elmezain:
Hand gesture spotting and recognition using HMMs and CRFs in color image sequences. Otto von Guericke University Magdeburg, 2010
Journal Articles
- 2024
- [j10]Khalid M. Hosny, Wael Said
, Mahmoud Elmezain
, Mohamed A. Kassem
:
Explainable deep inherent learning for multi-classes skin lesion classification. Appl. Soft Comput. 159: 111624 (2024) - 2023
- [j9]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): 1 (2023) - [j8]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): 8599 (2023) - 2022
- [j7]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): 323-334 (2022) - [j6]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): 52 (2022) - [j5]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): 190 (2022) - 2021
- [j4]Mahmoud Elmezain
, Hani M. Ibrahem:
Retrieving Semantic Image Using Shape Descriptors and Latent-Dynamic Conditional Random Fields. Comput. J. 64(12): 1876-1885 (2021) - 2018
- [j3]Mahmoud Elmezain, Ayoub Al-Hamadi:
Vision-based human activity recognition using. Int. Arab J. Inf. Technol. 15(3): 389-395 (2018) - 2009
- [j2]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): 89-96 (2009) - 2008
- [j1]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): 65-72 (2008)
Conference and Workshop Papers
- 2013
- [c9]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: 945-949 - 2012
- [c8]Mahmoud Elmezain
, Ayoub Al-Hamadi:
LDCRFs-based hand gesture recognition. SMC 2012: 2670-2675 - 2010
- [c7]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: 3850-3853 - [c6]Samy Sadek, Ayoub Al-Hamadi, Mahmoud Elmezain
, Bernd Michaelis, Usama Sayed:
Human activity recognition via temporal moment invariants. ISSPIT 2010: 79-84 - [c5]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: 131-136 - 2009
- [c4]Mahmoud Elmezain
, Ayoub Al-Hamadi, Bernd Michaelis:
Hand Gesture Spotting Based on 3D Dynamic Features Using Hidden Markov Models. FGIT-SIP 2009: 9-16 - [c3]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: 78-86 - [c2]Mahmoud Elmezain
, Ayoub Al-Hamadi, Bernd Michaelis:
Hand trajectory-based gesture spotting and recognition using HMM. ICIP 2009: 3577-3580 - 2008
- [c1]Mahmoud Elmezain
, Ayoub Al-Hamadi, Jörg Appenrodt, Bernd Michaelis:
A Hidden Markov Model-based continuous gesture recognition system for hand motion trajectory. ICPR 2008: 1-4
Coauthor Index
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