Mohamed Abd Elfattah

发表

Particle Swarm Optimization with Random Forests for Handwritten Arabic Recognition System

Ching Y. Suen, Aboul Ella Hassanien, Ahmed T. Sahlol, 2016, AISI.

Enhanced Region Growing Segmentation for CT Liver Images

Aboul Ella Hassanien, Hesham A. Hefny, Ahmed Fouad, 2015, AISI.

CT Liver Segmentation Using Artificial Bee Colony Optimisation

Gerald Schaefer, Aboul Ella Hassanien, Hesham A. Hefny, 2015, KES.

An intelligent approach for galaxies images classification

Aboul Ella Hassanien, Mohamed F. Tolba, Nashwa El-Bendary, 2013, 13th International Conference on Hybrid Intelligent Systems (HIS 2013).

Multi-verse Optimization Clustering Algorithm for Binarization of Handwritten Documents

Aboul Ella Hassanien, Siddhartha Bhattacharyya, Mohamed Abd Elfattah, 2019 .

Handwritten Arabic Manuscript Image Binarization Using Sine Cosine Optimization Algorithm

Jeng-Shyang Pan, Aboul Ella Hassanien, Mohamed Abd Elfattah, 2016, ICGEC.

Automated Classification of Galaxies Using Invariant Moments

Aboul Ella Hassanien, Tai-Hoon Kim, Mohamed Abd Elfattah, 2012, FGIT.

Cloud Computing Framework for Solving Virtual College Educations: A Case of Egyptian Virtual University

Aboul Ella Hassanien, Mohamed Abd Elfattah, Hany Soliman Alnashar, 2015 .

An Improved Prediction Approach for Progression of Ocular Hypertension to Primary Open Angle Glaucoma

Gerald Schaefer, Aboul Ella Hassanien, Mohamed F. Tolba, 2014, IBICA.

Wolf Local Thresholding Approach for Liver Image Segmentation in CT Images

Aboul Ella Hassanien, Hesham A. Hefny, Ahmed Fouad, 2015, AECIA.

Nature Inspired Optimization Algorithms for CT Liver Segmentation

Aboul Ella Hassanien, Ahmed Fouad Ali, Gehad Ismail Sayed, 2016 .

Bio-inspired BAT optimization algorithm for handwritten Arabic characters recognition

Ching Y. Suen, Aboul Ella Hassanien, Hossam M. Zawbaa, 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).

Artificial Bee Colony Based Segmentation for CT Liver Images

Aboul Ella Hassanien, Hesham A. Hefny, Ahmed Fouad, 2016 .

Historic handwritten manuscript binarisation using whale optimisation

Gerald Schaefer, Aboul Ella Hassanien, Iakov Korovin, 2016, 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

Principal Component Analysis Neural Network Hybrid Classification Approach for Galaxies Images

Aboul Ella Hassanien, Nashwa El-Bendary, Jan Platos, 2013, IBICA.

A Hybrid Swarm Optimization Approach for Document Binarization

Aboul Ella Hassanien, Mohamed Abd Elfattah, Sherihan Abuelenin, 2019 .

Figure 6: A detailed confusion matrix results of the proposed CXRVN system.

Aboul Ella Hassanien, Mohamed Abd Elfattah, Shahenda Sarhan, 2021 .

Figure 9: The accuracy and loss of the proposed CXRVN architecture for scenario 1 in Dataset-2 without GAN augmentation in testing.

Aboul Ella Hassanien, Mohamed Abd Elfattah, Shahenda Sarhan, 2021 .

Figure 2: The proposed CXRVN architecture for COVID-19 classification using fully connected DCNN.

Aboul Ella Hassanien, Mohamed Abd Elfattah, Shahenda Sarhan, 2021 .

Table 7: Accuracy comparisons of proposed CXRVN architecture against Google net, VGG-16, Resnet-18, and Alex net on Dataset-2 and Dataset-3.

Aboul Ella Hassanien, Mohamed Abd Elfattah, Shahenda Sarhan, 2021 .

Algorithm 2: Build a deep Learning model using CXRVN-proposed architecture.

Aboul Ella Hassanien, O. M. Elzeki, Mohamed Abd Elfattah, 2021 .

Table 10: Comparison study of the proposed CXRVN model and the state-of-the-art methodologies.

Aboul Ella Hassanien, Mohamed Abd Elfattah, Shahenda Sarhan, 2021 .

Figure 1: General taxonomy of image data augmentation.

Aboul Ella Hassanien, Mohamed Abd Elfattah, Shahenda Sarhan, 2021 .

Table 1: The collected datasets of the normal, COVID-19, and pneumonia X-ray images before and after the augmentation process.

Aboul Ella Hassanien, Mohamed Abd Elfattah, Shahenda Sarhan, 2021 .