Hala Mousher Ebeid

According to our database, Hala Mousher Ebeid authored at least 46 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

HDKD: Hybrid data-efficient knowledge distillation network for medical image classification.

Omar S. El-Assiouti, Ghada Hamed, Dina Reda Khattab, Hala Mousher Ebeid

Eng. Appl. Artif. Intell., 2024

2023

RegionInpaint, Cutoff and RegionMix: Introducing Novel Augmentation Techniques for Enhancing the Generalization of Brain Tumor Identification.

Omar S. El-Assiouti, Ghada Hamed, Hadeer El-Saadawy, Hala Mousher Ebeid, Dina Reda Khattab

IEEE Access, 2023

Bladder Cancer Microarray Analysis and Biomarker Discovery Using Machine Learning.

Moshira S. Ghaleb, Hala Mousher Ebied, Mohamed F. Tolba

Proceedings of the 9th International Conference on Advanced Intelligent Systems and Informatics, 2023

Lung Cancer Stages Classification Based on Differential Gene Expression.

Moshira S. Ghaleb, Hala Mousher Ebeid, Mohamed F. Tolba

Proceedings of the 3rd International Conference on Artificial Intelligence and Computer Vision, 2023

2022

Toward object alphabet augmentation for object detection in very high-resolution satellite images.

Noureldin Laban, Bassam Abdellatif, Hala M. Ebeid, Howida A. Shedeed, Mohamed F. Tolba

Concurr. Comput. Pract. Exp., 2022

Pixel-Wise Classification of Hyperspectral Images With 1D Convolutional SVM Networks.

Mayar A. Shafaey, Farid Melgani, Mohammed A.-M. Salem, Maryam N. Al-Berry, Hala Mousher Ebeid, El-Sayed A. El-Dahshan, Mohamed F. Tolba

IEEE Access, 2022

Content-Based Image Retrieval Using Fused Convolutional Neural Networks.

Moshira S. Ghaleb, Hala Mousher Ebied, Howida A. Shedeed, Mohamed F. Tolba

Proceedings of the 8th International Conference on Advanced Intelligent Systems and Informatics, 2022

2021

White Blood Cells Segmentation and Classification Using Swarm Optimization Algorithms and Multilayer Perceptron.

Shahd T. Mohamed, Hala Mousher Ebeid, Aboul Ella Hassanien, Mohamed F. Tolba

Int. J. Sociotechnology Knowl. Dev., 2021

Sparse Pixel Training of Convolutional Neural Networks for Land Cover Classification.

Noureldin Laban, Bassam Abdellatif, Hala M. Ebeid, Howida A. Shedeed, Mohamed F. Tolba

IEEE Access, 2021

Review on Supervised and Unsupervised Deep Learning Techniques for Hyperspectral Images Classification.

Mayar A. Shafaey, Mohammed A.-M. Salem, Maryam N. Al-Berry, Hala Mousher Ebied, Mohamed F. Tolba

Proceedings of the International Conference on Artificial Intelligence and Computer Vision, 2021

Brain Tumor Segmentation: A Comparative Analysis.

Eman Mohammed, Mosab Hassaan, Safaa E. Amin, Hala Mousher Ebied

Proceedings of the International Conference on Artificial Intelligence and Computer Vision, 2021

COVID-19 X-rays Model Detection Using Convolution Neural Network.

Moshira S. Ghaleb, Hala Mousher Ebied, Howida A. Shedeed, Mohamed F. Tolba

Proceedings of the International Conference on Artificial Intelligence and Computer Vision, 2021

2020

Remote Sensing Image Classification Based on Convolutional Neural Networks.

Mayar A. Shafaey, Mohammed A.-M. Salem, Maryam N. Al-Berry, Hala M. Ebeid, Mohamed F. Tolba

Proceedings of the International Conference on Artificial Intelligence and Computer Vision, 2020

Hyperspectral Image Classification Using Deep Learning Technique.

Mayar A. Shafaey, Mohammed A.-M. Salem, Maryam N. Al-Berry, Hala Mousher Ebied, El-Sayed A. El-Dahshan, Mohamed F. Tolba

Proceedings of the International Conference on Artificial Intelligence and Computer Vision, 2020

2019

Machine Learning for Enhancement Land Cover and Crop Types Classification.

Noureldin Laban, Bassam Abdellatif, Hala M. Ebeid, Howida A. Shedeed, Mohamed F. Tolba

Proceedings of the Machine Learning Paradigms: Theory and Application, 2019

Robust palm and knuckle ROI extraction in unconstrained environment.

Ahmed S. ELSayed, Hala M. Ebeid, Mohamed Roushdy, Zaki Taha Fayed

Pattern Anal. Appl., 2019

Masked SIFT with align-based refinement for contactless palmprint recognition.

Ahmed S. ELSayed, Hala M. Ebeid, Mohamed Ismail Roushdy, Zaki Taha Fayed

IET Biom., 2019

Analysis of Classification Methods for Gene Expression Data.

Lamiaa Zakaria, Hala M. Ebeid, Sayed Dahshan, Mohamed F. Tolba

Proceedings of the International Conference on Advanced Machine Learning Technologies and Applications, 2019

Optimized Feed Forward Neural Network for Microscopic White Blood Cell Images Classification.

Shahd T. Mohamed, Hala M. Ebeid, Aboul Ella Hassanien, Mohamed F. Tolba

Proceedings of the International Conference on Advanced Machine Learning Technologies and Applications, 2019

Reduced 3-D Deep Learning Framework for Hyperspectral Image Classification.

Noureldin Laban, Bassam Abdellatif, Hala M. Ebeid, Howida A. Shedeed, Mohamed F. Tolba

Proceedings of the International Conference on Advanced Machine Learning Technologies and Applications, 2019

Comparative Analysis of Unmixing Algorithms Using Synthetic Hyperspectral Data.

Menna M. Elkholy, Marwa Mostafa, Hala M. Ebeid, Mohamed F. Tolba

Proceedings of the International Conference on Advanced Machine Learning Technologies and Applications, 2019

2018

Accelerated hyperspectral image recursive hierarchical segmentation using GPUs, multicore CPUs, and hybrid CPU/GPU cluster.

M. A. Hossam, Hala Mousher Ebeid, M. H. Abdel-Aziz, Mohamed F. Tolba

J. Real Time Image Process., 2018

Improving Land-Cover and Crop-Types Classification of Sentinel-2 Satellite Images.

Noureldin Laban, Bassam Abdellatif, Hala M. Ebeid, Howida A. Shedeed, Mohamed F. Tolba

Proceedings of the International Conference on Advanced Machine Learning Technologies and Applications, 2018

Deep Learning for Satellite Image Classification.

Mayar A. Shafaey, Mohammed A.-M. Salem, Hala Mousher Ebied, Maryam N. Al-Berry, Mohamed F. Tolba

Proceedings of the International Conference on Advanced Intelligent Systems and Informatics, 2018

Automatic White Blood Cell Counting Approach Based on Flower Pollination Optimization Multilevel Thresholoding Algorithm.

Shahd T. Mohamed, Hala M. Ebeid, Aboul Ella Hassanien, Mohamed F. Tolba

Proceedings of the International Conference on Advanced Intelligent Systems and Informatics, 2018

2017

Acceleration of super-resolution for multispectral images using self-example learning and sparse representation.

Marwa Moustafa, Hala Mousher Ebied, Ashraf K. Helmy, Taymoor M. Nazamy, Mohamed F. Tolba

Comput. Electr. Eng., 2017

Adaptive Multiple Kernel Self-organizing Maps for Hyperspectral Image Classification.

Noha S. Khattab, Shaheera Rashwan, Hala M. Ebeid, Howida A. Shedeed, Walaa M. Sheta, Mohamed F. Tolba

Proceedings of the 8th International Conference on Computer Modeling and Simulation, 2017

Performance Enhancement of Satellite Image Classification Using a Convolutional Neural Network.

Noureldin Laban, Bassam Abdellatif, Hala Mousher Ebied, Howida A. Shedeed, Mohamed F. Tolba

Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2017, 2017

2016

Optimization Methods for Medical Image Super Resolution Reconstruction.

Marwa Moustafa, Hala Mousher Ebied, Ashraf K. Helmy, Taymoor M. Nazamy, Mohamed F. Tolba

Proceedings of the Applications of Intelligent Optimization in Biology and Medicine, 2016

Fusing directional wavelet local binary pattern and moments for human action recognition.

Maryam N. Al-Berry, Mohammed A.-M. Salem, Hala M. Ebeid, Ashraf S. Hussein, Mohamed F. Tolba

IET Comput. Vis., 2016

Clustering-based Image Segmentation using Automatic GrabCut.

Dina Reda Khattab, Hala M. Ebeid, Mohamed F. Tolba, Ashraf S. Hussein

Proceedings of the 10th International Conference on Informatics and Systems, 2016

A Mean Features Method for Face Photo-Sketch Synthesis and Recognition.

Heba Ghareeb M. Abel-Aziz, Hala M. Ebeid, Mostafa G. M. Mostafa

Proceedings of the 10th International Conference on Informatics and Systems, 2016

Parallel Implementation of Super-Resolution Based Neighbor Embedding Using GPU.

Marwa Moustafa, Hala M. Ebeid, Ashraf K. Helmy, Taymoor M. Nazamy, Mohamed F. Tolba

Proceedings of the International Conference on Advanced Intelligent Systems and Informatics, 2016

3D Mesh Segmentation Based on Unsupervised Clustering.

Dina Reda Khattab, Hala M. Ebeid, Ashraf Saad Hussein, Mohamed F. Tolba

Proceedings of the International Conference on Advanced Intelligent Systems and Informatics, 2016

2015

Parallel Super-Resolution Reconstruction Based on Neighbor Embedding Technique.

Marwa Moustafa, Hala Mousher Ebied, Ashraf K. Helmy, Taymoor M. Nazamy, Mohamed F. Tolba

Proceedings of the Computational Science and Its Applications - ICCSA 2015, 2015

A Comparative Study of Different Color Space Models Using FCM-Based Automatic GrabCut for Image Segmentation.

Dina Reda Khattab, Hala Mousher Ebied, Ashraf Saad Hussein, Mohamed Fahmy Tolba

Proceedings of the Computational Science and Its Applications - ICCSA 2015, 2015

Action Classification Using Weighted Directional Wavelet LBP Histograms.

Maryam N. Al-Berry, Mohammed A.-M. Salem, Hala M. Ebeid, Ashraf Saad Hussein, Mohamed F. Tolba

Proceedings of the 1st International Conference on Advanced Intelligent System and Informatics, 2015

2014

Automatic GrabCut for Bi-label Image Segmentation Using SOFM.

Dina Reda Khattab, Hala Mousher Ebied, Ashraf Saad Hussein, Mohamed F. Tolba

Proceedings of the Intelligent Systems'2014, 2014

Action Recognition Using Stationary Wavelet-Based Motion Images.

Maryam N. Al-Berry, Mohammed Abdel-Megeed Salem, Hala Mousher Ebied, Ashraf Saad Hussein, Mohamed F. Tolba

Proceedings of the Intelligent Systems'2014, 2014

Multi-label automatic GrabCut for image segmentation.

Dina Reda Khattab, Hala Mousher Ebied, Ashraf Saad Hussein, Mohamed F. Tolba

Proceedings of the 14th International Conference on Hybrid Intelligent Systems, 2014

Human action recognition via multi-scale 3D stationary wavelet analysis.

Maryam N. Al-Berry, Hala Mousher Ebied, Ashraf Saad Hussein, Mohamed Fahmy Tolba

Proceedings of the 14th International Conference on Hybrid Intelligent Systems, 2014

Satellite Super Resolution Image Reconstruction Based on Parallel Support Vector Regression.

Marwa Moustafa, Hala Mousher Ebied, Ashraf K. Helmy, Taymoor M. Nazamy, Mohamed Fahmy Tolba

Proceedings of the Advanced Machine Learning Technologies and Applications, 2014

Directional Stationary Wavelet-Based Representation for Human Action Classification.

Maryam N. Al-Berry, Mohammed A.-M. Salem, Hala Mousher Ebied, Ashraf S. Hussein, Mohamed Fahmy Tolba

Proceedings of the Advanced Machine Learning Technologies and Applications, 2014

2013

Evaluation of unsupervised feature extraction neural networks for face recognition.

Hala Mousher Ebied, Kenneth Revett, Mohamed Fahmy Tolba

Neural Comput. Appl., 2013

2012

Evaluation of CIE-XYZ System for Face Recognition Using Kernel-PCA.

Hala Mousher Ebied

Proceedings of the Signal Processing and Information Technology, 2012

2008

Robot Localization based on Visual Landmarks.

Hala Mousher Ebied, Ulf Witkowski, Ulrich Rückert, Mohamed Saied Abdel-Wahab

Proceedings of the ICINCO 2008, 2008