Mahmoud Elmezain

Publications

List of Publications

Explainable deep inherent learning for multi-classes skin lesion classification ,January 2024

Publisher

Applied Soft Computing

Research Type

مشترك

Date of acceptance

1/1/2024

Publishing Date

1/1/2024

Google Scholar

Abstract

Enhanced whale optimization algorithm for dependent tasks offloading problem in multi-edge cloud computing ,January 2024

Publisher

Alexandria Engineering Journal

Research Type

مشترك

Date of acceptance

1/1/2024

Publishing Date

1/1/2024

Google Scholar

Abstract

A novel metaheuristic based on object-oriented programming concepts for engineering optimization ,January 2024

Publisher

Alexandria Engineering Journal

Research Type

مشترك

Date of acceptance

1/1/2024

Publishing Date

1/1/2024

Google Scholar

Abstract

Breast cancer diagnosis using a machine learning model and swarm intelligence approach ,January 2023

Publisher

2023 1st International Conference on Advanced Innovations in Smart Cities (ICAISC)

Research Type

مشترك

Date of acceptance

1/1/2023

Publishing Date

1/1/2023

Google Scholar

Abstract

Hidden Markov Models for Pattern Recognition ,January 2023

Publisher

Markov Model-Theory and Applications

Research Type

مشترك

Date of acceptance

1/1/2023

Publishing Date

1/1/2023

Google Scholar

Abstract

Breast Ultrasound Images Augmentation and Segmentation Using GAN with Identity Block and Modified U-Net 3+ ,January 2023

Publisher

Sensors

Research Type

مشترك

Date of acceptance

1/1/2023

Publishing Date

1/1/2023

Google Scholar

Abstract

Multi-Layer Preprocessing and U-Net with Residual Attention Block for Retinal Blood Vessel Segmentation ,January 2023

Publisher

Diagnostics

Research Type

مشترك

Date of acceptance

1/1/2023

Publishing Date

1/1/2023

Google Scholar

Abstract

A new binary object-oriented programming optimization algorithm for solving high-dimensional feature selection problem ,January 2023

Publisher

Alexandria Engineering Journal

Research Type

مشترك

Date of acceptance

1/1/2023

Publishing Date

1/1/2023

Google Scholar

Abstract

Spatial impressions monitoring during COVID-19 pandemic using machine learning techniques ,January 2022

Publisher

Computers

Research Type

مشترك

Date of acceptance

1/1/2022

Publishing Date

1/1/2022

Google Scholar

Abstract

Hybrid deep learning model-based prediction of images related to cyberbullying ,January 2022

Publisher

International Journal of Applied Mathematics and Computer Science

Research Type

مشترك

Date of acceptance

1/1/2022

Publishing Date

1/1/2022

Google Scholar

Abstract

Brain tumor segmentation using deep capsule network and latent-dynamic conditional random fields ,January 2022

Publisher

Journal of Imaging

Research Type

مشترك

Date of acceptance

1/1/2022

Publishing Date

1/1/2022

Google Scholar

Abstract

Poisonous Plants Species Prediction Using a Convolutional Neural Network and Support Vector Machine Hybrid Model ,January 2022

Publisher

Electronics

Research Type

مشترك

Date of acceptance

1/1/2022

Publishing Date

1/1/2022

Google Scholar

Abstract

Forward hand gesture spotting and prediction using HMM-DNN model ,January 2022

Publisher

Informatics

Research Type

مشترك

Date of acceptance

1/1/2022

Publishing Date

1/1/2022

Google Scholar

Abstract

Temporal degree-degree and closeness-closeness: A new centrality metrics for social network analysis ,January 2021

Publisher

Mathematics

Research Type

مشترك

Date of acceptance

1/1/2021

Publishing Date

1/1/2021

Google Scholar

Abstract

Retrieving Semantic Image Using Shape Descriptors and Latent-Dynamic Conditional Random Fields ,September 2020

Publisher

The Computer Journal

Research Type

مشترك

Date of acceptance

Publishing Date

9/16/2020

Google Scholar

Abstract

Adaptive Image Enhancement Approach Based on Double-Plateaus Histogram ,February 2020

Publisher

Journal of Theoretical and Applied Information Technology

Research Type

مشترك

Date of acceptance

Publishing Date

2/11/2020

Google Scholar

Abstract

Emotion recognition from isolated Bengali speech ,January 2020

Publisher

scientific journal

Research Type

مشترك

Date of acceptance

1/1/2020

Publishing Date

1/1/2020

Google Scholar

Abstract

Modified Fast Gray Level Grouping Approach for Enhancing Image Contrast ,December 2019

Publisher

Journal of Theoretical and Applied Information Technology

Research Type

مشترك

Date of acceptance

Publishing Date

12/4/2019

Google Scholar

Abstract

IT Architect Career Path Based on Different Levels Similarity ,October 2019

Publisher

Information: An International Interdisciplinary Journal

Research Type

مشترك

Date of acceptance

Publishing Date

10/15/2019

Google Scholar

Abstract

IoT Security Based on Iris Verification Using Multi-Algorithm Feature Level Fusion Scheme ,March 2019

Publisher

International Conference on Computer Applications & Information Security

Research Type

مشترك

Date of acceptance

Publishing Date

3/6/2019

Google Scholar

Abstract

SHAPE SYMMETRY-BASED SEMANTIC IMAGE RETRIEVAL USING HIDDEN MARKOV MODEL ,November 2018

Publisher

Journal of Theoretical & Applied Information Technology

Research Type

منفرد

Date of acceptance

Publishing Date

11/8/2018

Google Scholar

Abstract

A NOVEL APPROACH FOR CROWD BEHAVIOR REPRESENTATION: NORMAL AND ABNORMAL EVENT DETECTION ,September 2018

Publisher

Journal of Theoretical & Applied Information Technology

Research Type

مشترك

Date of acceptance

Publishing Date

9/4/2018

Google Scholar

Abstract

Invariant color features–based foreground segmentation for human‐computer interaction ,May 2018

Publisher

Mathematical Methods in the Applied Sciences

Research Type

منفرد

Date of acceptance

Publishing Date

5/16/2018

Google Scholar

Abstract

Vision-Based Human Activity Recognition Using LDCRFs ,March 2018

Publisher

International Arab Journal of Information Technology

Research Type

منفرد

Date of acceptance

Publishing Date

3/14/2018

Google Scholar

Abstract

Interacting through disclosing: Peer interaction patterns based on self-disclosure levels via Facebook ,January 2018

Publisher

Journal of Theoretical and Applied Information Technology

Research Type

مشترك

Date of acceptance

1/1/2018

Publishing Date

1/1/2018

Google Scholar

Abstract

ICMV 2009 ,January 2018

Publisher

scientific journal

Research Type

منفرد

Date of acceptance

1/1/2018

Publishing Date

1/1/2018

Google Scholar

Abstract

2023 1st International Conference on Advanced Innovations in Smart Cities (ICAISC)| 978-1-6654-7275-3/23/$31.00© 2023 IEEE| DOI: 10.1109/ICAISC56366. 2023.10085431 ,January 2018

Publisher

scientific journal

Research Type

مشترك

Date of acceptance

1/1/2018

Publishing Date

1/1/2018

Google Scholar

Abstract

Invariant color features–based foreground segmentation for human?computer interaction ,January 2018

Publisher

Mathematical Methods in the Applied Sciences

Research Type

منفرد

Date of acceptance

1/1/2018

Publishing Date

1/1/2018

Google Scholar

Abstract

Posture and Gesture Recognition for Human ? Computer Interaction ,January 2018

Publisher

scientific journal

Research Type

مشترك

Date of acceptance

1/1/2018

Publishing Date

1/1/2018

Google Scholar

Abstract

Crowd Behavior Analysis Using Discriminative Models in Video Sequences ,June 2017

Publisher

Journal of Computational and Theoretical Nanoscience

Research Type

مشترك

Date of acceptance

Publishing Date

6/6/2017

Google Scholar

Abstract

Bayesian Approach to Study of Unfold Bifurcation Structure via Markov Chain Monte Carlo Method ,March 2017

Publisher

Journal of Computational and Theoretical Nanoscience

Research Type

مشترك

Date of acceptance

Publishing Date

3/22/2017

Google Scholar

Abstract

Human Action Recognition: an Innovative Approach Using Dynamic Affine-Invariants and Spatio-temporal Action Features . ,February 2017

Publisher

Journal of Computational and Theoretical Nanoscience

Research Type

مشترك

Date of acceptance

Publishing Date

2/15/2017

Google Scholar

Abstract

Vision-Based Human Activity Recognition Using LDCRFs ,January 2017

Publisher

International Arab Journal of Information Technology (IAJIT), ISSN:1683-3198 (print), ISSN:2309-4524

Research Type

منفرد

Date of acceptance

Publishing Date

1/7/2017

Google Scholar

Abstract

Human Action Recognition: An Innovative Approach Using Dynamic Affine-Invariants and Spatio-Temporal Action Features ,January 2017

Publisher

Journal of Computational and Theoretical Nanoscience

Research Type

مشترك

Date of acceptance

1/1/2017

Publishing Date

1/1/2017

Google Scholar

Abstract

Crowd Behavior Analysis Using Discriminative Models in Video Sequences ,January 2017

Publisher

Journal of Computational and Theoretical Nanoscience

Research Type

مشترك

Date of acceptance

1/1/2017

Publishing Date

1/1/2017

Google Scholar

Abstract

Bayesian Approach to Study of Unfolded Bifurcation Structure via Markov Chain Monte Carlo Method ,January 2017

Publisher

Journal of Computational and Theoretical Nanoscience

Research Type

مشترك

Date of acceptance

1/1/2017

Publishing Date

1/1/2017

Google Scholar

Abstract

Invariant Color Features-based Foreground Segmentation for Human Computer Interaction ,December 2016

Publisher

internation journal of mathematic and computer, icmsit, Tanta

Research Type

منفرد

Date of acceptance

Publishing Date

12/21/2016

Google Scholar

Abstract

3D Fingertip Detection on Multi-class Support Vector Machine-based Hand Gesture Recognition ,November 2016

Publisher

Kasmera Journal Scientific Research Publishing (USA), ISSN : 0075-5222

Research Type

منفرد

Date of acceptance

Publishing Date

11/10/2016

Google Scholar

Abstract

Smart System for Investigation and Analysis of Crowd Behavior ,February 2016

Publisher

, International Conference on Mathematics and Information Sciences, Zewail City of Scienceand Technology, Egypt.

Research Type

مشترك

Date of acceptance

Publishing Date

2/12/2016

Google Scholar

Abstract

A Robust Method for Gesture Recognition Based on Fingertip Detection and Multi-class Support Vector Machine ,December 2015

Publisher

International international conference on mathematics

Research Type

مشترك

Date of acceptance

Publishing Date

12/16/2015

Google Scholar

Abstract

Human Activity Recognition: Discriminative Models using Statistical Chord-length and Optical Flow Motion ,November 2015

Publisher

Journal of Applied Mathematics & Information Sciences

Research Type

مشترك

Date of acceptance

5/2/2015

Publishing Date

11/1/2015

Google Scholar

Abstract

SVM and HMM-Based Hand Gesture Spotting and Recognition in Stereo Color Image Sequences ,August 2015

Publisher

Information: An International Interdisciplinary Journal

Research Type

مشترك

Date of acceptance

7/8/2015

Publishing Date

8/10/2015

Google Scholar

Abstract

Vision-Based Hand Gesture Spotting and Recognition Using CRF and SVM ,July 2015

Publisher

Journal of Software Engineering and Applications

Research Type

مشترك

Date of acceptance

7/21/2015

Publishing Date

7/24/2015

Google Scholar

Abstract

Human activity recognition: Discriminative models using statistical chord-length and optical flow motion features ,January 2015

Publisher

Applied Mathematics & Information Sciences

Research Type

مشترك

Date of acceptance

1/1/2015

Publishing Date

1/1/2015

Google Scholar

Abstract

An HCRFs Approach for Human Activity Recognition Based on Global Shape and Local Motion Features ,September 2014

Publisher

Information: An International Interdisciplinary Journal, ISSN: 1343-4500, Vol.17, No.9(B), pp. 4641-4648

Research Type

منفرد

Date of acceptance

9/9/2014

Publishing Date

9/26/2014

Google Scholar

Abstract

Generative and Discriminative Models for Hand Gesture Spotting and Recognition in Stereo Color Image Sequences ,April 2014

Publisher

Information: An International Interdisciplinary Journal, Volume 17, Number 6 (A), pp. 2185-2206, 2014

Research Type

مشترك

Date of acceptance

3/18/2014

Publishing Date

4/15/2014

Google Scholar

Abstract

Human-computer Interaction: Gesture Spotting and Recognition ,March 2014

Publisher

LAP LAMBERT Academic Publishing, ISBN-10: 3659524786

Research Type

مشترك

Date of acceptance

3/26/2014

Publishing Date

3/26/2014

Google Scholar

Abstract

Hand Gesture Spotting and Recognition in Stereo Color Image Sequences Based on Generative Models ,February 2014

Publisher

International Journal of Engineering Science and Innovative Technology (IJESIT), Volume 3, Issue 1,ISSN: 2319-5967, Jan. 2014

Research Type

مشترك

Date of acceptance

1/1/2014

Publishing Date

2/1/2014

Google Scholar

Abstract

Adaptive Foreground with Cast Shadow Segmentation Using Gaussian Mixture Models and Invariant Color Features ,November 2013

Publisher

International Journal of Engineering Science and Innovative Technology (IJESIT), Volume 2, Issue 6,ISSN: 2319-5967, November 2013

Research Type

منفرد

Date of acceptance

11/20/2013

Publishing Date

11/30/2013

Google Scholar

Abstract

Vision Based Hand Gesture Recognition Using Generative and Discriminative Stochastic Models ,November 2013

Publisher

World Academy of Science, Engineering and Technology, International Science Index 83, International Journal of Computer Science and Engineering.

Research Type

منفرد

Date of acceptance

11/4/2013

Publishing Date

11/4/2013

Google Scholar

Abstract

A Hidden Markov Model-based Approach with an Adaptive Threshold Model for Off-line Arabic Handwriting Recognition ,August 2013

Publisher

IEEE International Conference on ICDAR

Research Type

منفرد

Date of acceptance

8/25/2013

Publishing Date

8/25/2013

Google Scholar

Abstract

Generative and discriminative Models for Hand Gesture Spotting and Recognition in Setero Color Image Sequence ,May 2013

Publisher

The First Annual Conference of Postgraduate Students of science

Research Type

منفرد

Date of acceptance

5/14/2013

Publishing Date

5/14/2013

Google Scholar

Abstract

ICMLA 2013 ,January 2013

Publisher

scientific journal

Research Type

مشترك

Date of acceptance

1/1/2013

Publishing Date

1/1/2013

Google Scholar

Abstract

Hand Gesture Recognition-Based generative and Discriminative Models ,December 2012

Publisher

Annual Conference on Statics, Computer Science and Operation Reaseach

Research Type

منفرد

Date of acceptance

12/9/2012

Publishing Date

12/9/2012

Google Scholar

Abstract

LDCRFs – Based Hand Gesture Recognition ,August 2012

Publisher

IEEE International Conference on SMC

Research Type

منفرد

Date of acceptance

8/20/2012

Publishing Date

8/20/2012

Google Scholar

Abstract

Ldcrfs-based hand gesture recognition ,January 2012

Publisher

2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC)

Research Type

مشترك

Date of acceptance

1/1/2012

Publishing Date

1/1/2012

Google Scholar

Abstract

Al-HamadiB. Michaelis,“ ,January 2011

Publisher

Discriminative models-based hand gesture recognition

Research Type

منفرد

Date of acceptance

1/1/2011

Publishing Date

1/1/2011

Google Scholar

Abstract

Robust Methods for Hand Gesture Spotting and Recognition Using Hidden Markov Models and Conditional Random Fields ,December 2010

Publisher

IEEE International Symposium on Signal Processing and Information Technology

Research Type

منفرد

Date of acceptance

12/15/2010

Publishing Date

12/15/2010

Google Scholar

Abstract

Human Activity Recognition via Temporal Moment Invariants ,December 2010

Publisher

IEEE International Symposium on Signal Processing and Information Technology

Research Type

منفرد

Date of acceptance

12/15/2010

Publishing Date

12/15/2010

Google Scholar

Abstract

A Robust Method for Hand Gesture Segmentation and Recognition Using Forward Spotting Scheme in Conditional Random Fields ,October 2010

Publisher

International Conference on Pattern Recognition

Research Type

منفرد

Date of acceptance

10/23/2010

Publishing Date

10/23/2010

Google Scholar

Abstract

Hand Gesture Recognition Based on Combined Features Extraction ,June 2010

Publisher

International Journal of Computational Intelligence

Research Type

منفرد

Date of acceptance

6/18/2010

Publishing Date

6/18/2010

Google Scholar

Abstract

A Robust Method for Hand Tracking Using Mean-shift Algorithm and Kalman Filter in Stereo Color Image Sequences ,February 2010

Publisher

International Journal of Information Technology

Research Type

منفرد

Date of acceptance

2/19/2010

Publishing Date

2/19/2010

Google Scholar

Abstract

Hand gesture spotting and recognition using HMMs and CRFs in color image sequences ,January 2010

Publisher

scientific journal

Research Type

منفرد

Date of acceptance

1/1/2010

Publishing Date

1/1/2010

Google Scholar

Abstract

Data gathering for gesture recognition systems based on single color-, stereo color-and thermal cameras ,January 2010

Publisher

International Journal of Signal Processing, Image Processing and Pattern Recognition

Research Type

مشترك

Date of acceptance

1/1/2010

Publishing Date

1/1/2010

Google Scholar

Abstract

Human activity recognition using temporal shape moments ,January 2010

Publisher

Proceedings of the IEEE International Symposium on Signal Processing and Information Technology (ISSPIT2010), Luxor, Egypt

Research Type

مشترك

Date of acceptance

1/1/2010

Publishing Date

1/1/2010

Google Scholar

Abstract

Improving Hand Gesture Recognition Using 3D Combined features ,December 2009

Publisher

International Conference on Machine Vision

Research Type

منفرد

Date of acceptance

12/9/2009

Publishing Date

12/9/2009

Google Scholar

Abstract

Discriminative Models-Based Hand Gesture Recognition ,December 2009

Publisher

International Conference on Machine Vision

Research Type

منفرد

Date of acceptance

12/9/2009

Publishing Date

12/9/2009

Google Scholar

Abstract

Hand Gesture Recognition Based on Combined Features Extraction ,November 2009

Publisher

International Conference on Machine Vision, Image Processing, and Pattern Analysis (MVIPPA), PWASET, Vol. 60, pp. 459-464

Research Type

منفرد

Date of acceptance

11/18/2009

Publishing Date

11/18/2009

Google Scholar

Abstract

Posture and Gesture Recognition for Human-Computer Interaction ,October 2009

Publisher

In-Tech Olajnica 19/2, 32000 Vukovar, Croatia, "Advanced Technologies", ISBN: 978-953-307-009-4, Book Chapter, pp. 415-440

Research Type

منفرد

Date of acceptance

10/17/2009

Publishing Date

10/17/2009

Google Scholar

Abstract

Hand Gesture Spotting Based on 3D Dynamic Features Using Hidden Markov Models ,September 2009

Publisher

International Symposium on Signal Processing, Image Processing and Pattern Recognition, pp. 9-16

Research Type

منفرد

Date of acceptance

9/23/2009

Publishing Date

9/23/2009

Google Scholar

Abstract

A Hidden Markov Model-Based Isolated and Meaningful Hand Gesture Recognition ,August 2009

Publisher

International Journal of Electrical, Computer, and Systems Engineering, Vol. 3, No. 3, ISSN: 2070-3813, pp. 156-163

Research Type

منفرد

Date of acceptance

8/23/2009

Publishing Date

8/23/2009

Google Scholar

Abstract

Data Gathering for Gesture Recognition Systems Based on Mono Color-, Stereo Color– and Thermal Cameras ,August 2009

Publisher

International Mega-Conference on Future Generation Information Technology, Lecture Notes in Computer Science, pp. 78-86

Research Type

منفرد

Date of acceptance

8/18/2009

Publishing Date

8/18/2009

Google Scholar

Abstract

A Robust Method for Hand Tracking Using Mean-shift Algorithm and Kalman Filter in Stereo Color Image Sequences ,July 2009

Publisher

International Conference on Computer Vision, Image and Signal Processing , PWASET, Vol. 59, pp. 355-359

Research Type

منفرد

Date of acceptance

7/30/2009

Publishing Date

7/30/2009

Google Scholar

Abstract

Hand Trajectory-Based Gesture Spotting and Recognition Using HMM ,July 2009

Publisher

IEEE International Conference on Image Processing (ICIP), pp. 3577-3580

Research Type

منفرد

Date of acceptance

7/8/2009

Publishing Date

7/8/2009

Google Scholar

Abstract

Spatio-Temporal Feature Extraction-Based Hand Gesture Recognition for Isolated American Sign Language and Arabic Numbers ,June 2009

Publisher

IEEE International Symposium on Image and Signal Processing and Analysis (ISPA), pp. 254-259

Research Type

منفرد

Date of acceptance

6/20/2009

Publishing Date

6/20/2009

Google Scholar

Abstract

Posture and Gesture Recognition for Human 丁 Computer Interaction ,June 2009

Publisher

Advanced Technologies

Research Type

مشترك

Date of acceptance

Publishing Date

6/5/2009

Google Scholar

Abstract

A Novel System for Automatic Hand Gesture Spotting and Recognition in Stereo Color Image Sequences ,February 2009

Publisher

Journal of WSCG, Vol.17, No. 1, ISSN: 1213-6972, pp. 89-96

Research Type

منفرد

Date of acceptance

2/3/2009

Publishing Date

2/3/2009

Google Scholar

Abstract

Feature-supported Multi-hypothesis Framework for Multi-object Tracking using Kalman Filter ,February 2009

Publisher

International Conference on Computer Graphics, Visualization and Computer Vision, WSCG, pp. 197-202

Research Type

منفرد

Date of acceptance

2/3/2009

Publishing Date

2/3/2009

Google Scholar

Abstract

Data gathering for gesture recognition systems based on mono color-, stereo color-and thermal cameras ,January 2009

Publisher

Future Generation Information Technology: First International Conference, FGIT 2009, Jeju Island, Korea, December 10-12, 2009. Proceedings 1

Research Type

مشترك

Date of acceptance

1/1/2009

Publishing Date

1/1/2009

Google Scholar

Abstract

Advanced Technologies ,January 2009

Publisher

scientific journal

Research Type

منفرد

Date of acceptance

1/1/2009

Publishing Date

1/1/2009

Google Scholar

Abstract

A Hidden Markov Model-Based Isolated and Meaningful Hand Gesture Recognition ,July 2008

Publisher

International Conference on Computer Vision, Image and Signal Processing (CVISP2008), PWASET, Vol. 31, ISSN: 2070-3740, pp. 394-401

Research Type

منفرد

Date of acceptance

7/26/2008

Publishing Date

7/26/2008

Google Scholar

Abstract

A Hidden Markov Model-Based Continuous Gesture Recognition System for Hand Motion Trajectory ,June 2008

Publisher

International Conference on Pattern Recognition (ICPR 2008), pp. 519-522

Research Type

منفرد

Date of acceptance

6/19/2008

Publishing Date

6/19/2008

Google Scholar

Abstract

Real-Time Capable System for Hand Gesture Recognition Using Hidden Markov Models in Stereo Color Image Sequences ,February 2008

Publisher

Journal of WSCG, Vol.16, No. 1, ISSN: 1213-6972, pp. 65-72

Research Type

منفرد

Date of acceptance

2/8/2008

Publishing Date

2/8/2008

Google Scholar

Abstract

Hidden Markov Model-Based Isolated and Meaningful Hand Gesture Recognition ,January 2008

Publisher

World Academy of Science, Engineering and Technology

Research Type

مشترك

Date of acceptance

1/1/2008

Publishing Date

1/1/2008

Google Scholar

Abstract

Gesture Recognition for Alphabets from Hand Motion Trajectory Using Hidden Markov Models ,December 2007

Publisher

IEEE International Symposium on Signal Processing and Information Technology, pp. 1192-1197

Basic Information