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ORCIDMoumen T. El-Melegy
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2020 – today
- 2022
[j12]Sarah M. Ayyad
, Mohamed A. Badawy, Mohamed Shehata, Ahmed Alksas, Ali Mahmoud, Mohamed Abou El-Ghar, Mohammed Ghazal, Moumen T. El-Melegy, Nahla B. Abdel-Hamid, Labib M. Labib, H. Arafat Ali, Ayman El-Baz:
A New Framework for Precise Identification of Prostatic Adenocarcinoma. Sensors 22(5): 1848 (2022)- [j11]Moumen T. El-Melegy, Aliaa T. Kamal:
Linear Regression Classification in the Quaternion and Reduced Biquaternion Domains. IEEE Signal Process. Lett. 29: 469-473 (2022) - [c40]Ahmed Mamdouh, Moumen T. El-Melegy, Samia A. Ali, Ayman S. El-Baz:
Prediction of The Gleason Group of Prostate Cancer from Clinical Biomarkers: Machine and Deep Learning from Tabular Data. IJCNN 2022: 1-8 - 2021
- [j10]Sarah M. Ayyad, Mohamed Shehata, Ahmed Shalaby, Mohamed Abou El-Ghar, Mohammed Ghazal, Moumen T. El-Melegy, Nahla B. Abdel-Hamid, Labib M. Labib, H. Arafat Ali, Ayman El-Baz:
Role of AI and Histopathological Images in Detecting Prostate Cancer: A Survey. Sensors 21(8): 2586 (2021) - [j9]Islam R. Abdelmaksoud, Ahmed Shalaby, Ali Mahmoud, Mohammed Elmogy, Ahmed Aboelfetouh, Mohamed Abou El-Ghar, Moumen T. El-Melegy, Norah Saleh Alghamdi, Ayman El-Baz:
Precise Identification of Prostate Cancer from DWI Using Transfer Learning. Sensors 21(11): 3664 (2021) - [j8]Kamal Hammouda, Fahmi Khalifa, Moumen T. El-Melegy, Mohammed Ghazal, Hanan E. Darwish, Mohamed Abou El-Ghar, Ayman El-Baz:
A Deep Learning Pipeline for Grade Groups Classification Using Digitized Prostate Biopsy Specimens. Sensors 21(20): 6708 (2021) - 2020
- [c39]Moumen T. El-Melegy, Rasha Abd El-karim, Ayman S. El-Baz, Mohamed Abou El-Ghar:
A Combined Fuzzy C-Means and Level Set Method for Automatic DCE-MRI Kidney Segmentation Using Both Population-Based and Patient-Specific Shape Statistics. FUZZ-IEEE 2020: 1-8
2010 – 2019
- 2019
- [c38]Moumen T. El-Melegy, Doaa Mohamed, Tarek ElMelegy, Mostafa Abdelrahman:
Identification of Tuberculosis Bacilli in ZN-Stained Sputum Smear Images: A Deep Learning Approach. CVPR Workshops 2019: 1131-1137 - [c37]Moumen T. El-Melegy, Asmaa Abdelbaset, Alaa E. Abdel-Hakim, Gamal A. El-Sayed:
Recognition of Arabic Handwritten Literal Amounts Using Deep Convolutional Neural Networks. IbPRIA (2) 2019: 169-176 - [c36]Moumen T. El-Melegy, Doaa Mohamed, Tarek ElMelegy:
Automatic Detection of Tuberculosis Bacilli from Microscopic Sputum Smear Images Using Faster R-CNN, Transfer Learning and Augmentation. IbPRIA (1) 2019: 270-278 - [c35]Mohamed Shehata, Robert Keynton, Ayman El-Baz, Ahmed Shalaby, Mohammed Ghazal, Mohamed Abou El-Ghar, Mohamed A. Badawy, Garth M. Beache, Amy C. Dwyer, Moumen T. El-Melegy, Guruprasad Giridharan:
Early Assessment of Renal Transplants Using BOLD-MRI: Promising Results. ICIP 2019: 1395-1399 - [c34]Islam Reda, Ayman El-Baz, Mohammed Ghazal, Ahmed Shalaby, Mohammed Elmogy, Ahmed Aboulfotouh, Mohamed Abou El-Ghar, Moumen T. El-Melegy, Ashraf Khalil, Robert Keynton:
Detecting and Localizing Prostate Cancer from Diffusion-Weighted Magnetic Resonance Imaging. ICIP 2019: 1405-1409 - [c33]Moumen T. El-Melegy, Hesham A. M. Haridi, Samia A. Ali, Mostafa Abdelrahman:
Optimal Score Fusion via a Shallow Neural Network to Improve the Performance of Classical Open Source Face Detectors. VISIGRAPP (5: VISAPP) 2019: 660-667 - 2018
- [j7]Ala'a R. Al-Shamasneh, Hamid Abdullah Jalab, Shivakumara Palaiahnakote, Unaizah Hanum Binti Obaidellah, Rabha W. Ibrahim, Moumen T. El-Melegy:
A New Local Fractional Entropy-Based Model for Kidney MRI Image Enhancement. Entropy 20(5): 344 (2018) - [c32]Moumen T. El-Melegy, Rasha Abd El-karim, Ayman El-Baz, Mohamed Abou El-Ghar:
Fuzzy Membership-Driven Level Set for Automatic Kidney Segmentation from DCE-MRI. FUZZ-IEEE 2018: 1-8 - [c31]Hisham Abdeltawab, Mohamed Shehata, Ahmed Shalaby, Samineh Mesbah, Maryam El-Baz, Mohammed Ghazal, Yasmina Alkhalil, Mohamed Abou El-Ghar, Amy C. Dwyer, Moumen T. El-Melegy, Ayman El-Baz:
A New 3D CNN-based CAD System for Early Detection of Acute Renal Transplant Rejection. ICPR 2018: 3898-3903 - [c30]Islam Reda, Babajide O. Ayinde, Mohammed M. Elmogy, Ahmed Shalaby, Moumen T. El-Melegy, Mohamed Abou El-Ghar, Ahmed Abou El-Fetouh, Mohammed Ghazal, Ayman El-Baz:
A new CNN-based system for early diagnosis of prostate cancer. ISBI 2018: 207-210 - [c29]Moumen T. El-Melegy, Khaled M. Abo El-Magd, Ayman S. El-Baz:
Adaptive Window for Automatic Classification- Based Segmentation of Multimodal Brain Tumor. ISSPIT 2018: 108-113 - [c28]Mohamed Shehata, Mohammed Ghazal, Fahmi Khalifa, Mohamed Abou El-Ghar, Ashraf Khalil, Amy C. Dwyer, Ahmed El-giziri, Moumen T. El-Melegy, Ayman El-Baz:
A Novel CAD System for Detecting Acute Rejection of Renal Allografts Based on Integrating Imaging-markers and Laboratory Biomarkers. IST 2018: 1-6 - 2017
- [c27]Aliaa T. Kamal, Moumen T. El-Melegy:
Color Image Processing Using Reduced Biquaternions with Application to Face Recognition in a PCA Framework. ICCV Workshops 2017: 3039-3046 - [c26]Fahmi Khalifa, Mohamed Shehata, Ahmed Soliman, Mohamed Abou El-Ghar, Tarek Eldiasty, Amy C. Dwyer, Moumen T. El-Melegy, Georgy L. Gimel'farb, Robert Keynton, Ayman El-Baz:
A generalized MRI-based CAD system for functional assessment of renal transplant. ISBI 2017: 758-761 - 2015
- [c25]Mostafa Abdelrahman, Aly A. Farag, David Swanson, Moumen T. El-Melegy:
Heat diffusion over weighted manifolds: A new descriptor for textured 3D non-rigid shapes. CVPR 2015: 187-195 - 2014
- [j6]Moumen T. El-Melegy, Hashim Mokhtar:
Tumor segmentation in brain MRI using a fuzzy approach with class center priors. EURASIP J. Image Video Process. 2014: 21 (2014) - [j5]Aly S. Abdelrahim, Aly A. Farag, Shireen Y. Elhabian, Moumen T. El-Melegy:
Shape-from-shading using sensor and physical object characteristics applied to human teeth surface reconstruction. IET Comput. Vis. 8(1): 1-15 (2014) - [j4]Moumen T. El-Melegy:
Model-wise and point-wise random sample consensus for robust regression and outlier detection. Neural Networks 59: 23-35 (2014) - [c24]Silvia Biasotti, Andrea Cerri, Mostafa Abdelrahman, Masaki Aono, Abdessamad Ben Hamza, Moumen T. El-Melegy, Aly A. Farag, Valeria Garro, Andrea Giachetti, Daniela Giorgi, Afzal Godil, C. Li, Yong-Jin Liu, H. Y. Martono, Chika Sanada, Atsushi Tatsuma, Santiago Velasco-Forero, Chunxu Xu:
Retrieval and Classification on Textured 3D Models. 3DOR@Eurographics 2014: 111-120 - [c23]Moumen T. El-Melegy, Aly S. Abdelrahim, Aly A. Farag:
Better Shading for Better Shape Recovery. CVPR 2014: 2307-2312 - 2013
- [j3]Amr M. El-Sayed, Ahmed Abo-Ismail, Moumen T. El-Melegy, Nur Azah Hamzaid, Noor Azuan Abu Osman:
Development of a Micro-Gripper Using Piezoelectric Bimorphs. Sensors 13(5): 5826-5840 (2013) - [j2]Moumen T. El-Melegy:
Random Sampler M-Estimator Algorithm With Sequential Probability Ratio Test for Robust Function Approximation Via Feed-Forward Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 24(7): 1074-1085 (2013) - [c22]João Machado, Alfredo Ferreira, Pedro B. Pascoal, Mostafa Abdelrahman, Masaki Aono, Moumen T. El-Melegy, Aly A. Farag, Henry Johan, Bo Li, Yijuan Lu, Atsushi Tatsuma:
SHREC'13 Track: Retrieval of Objects Captured with Low-Cost Depth-Sensing Cameras. 3DOR@Eurographics 2013: 65-71 - [c21]Andrea Cerri, Silvia Biasotti, Mostafa Abdelrahman, Jesús Angulo, K. Berger, Louis Chevallier, Moumen T. El-Melegy, Aly A. Farag, F. Lefebvre, Andrea Giachetti, H. Guermoud, Yong-Jin Liu, Santiago Velasco-Forero, Jean-Ronan Vigouroux, Chunxu Xu, J.-B. Zhang:
SHREC'13 Track: Retrieval on Textured 3D Models. 3DOR@Eurographics 2013: 73-80 - [c20]Mostafa Abdelrahman, Aly A. Farag, Moumen T. El-Melegy:
Heat front propagation contours for 3D face recognition. BTAS 2013: 1-6 - [c19]Aly S. Abdelrehim, Aly A. Farag, Ahmed Shalaby, Moumen T. El-Melegy:
2D-PCA Shape Models: Application to 3D Reconstruction of the Human Teeth from a Single Image. MCV 2013: 44-52 - 2012
- [c18]Eslam A. Mostafa, Moumen Elmelegy, Aly A. Farag:
Passive single image-based approach for camera steering in face recognition at-a-distance applications. BTAS 2012: 371-376 - [c17]Mostafa Abdelrahman, Moumen T. El-Melegy, Aly A. Farag:
Heat Kernels for Non-Rigid Shape Retrieval: Sparse Representation and Efficient Classification. CRV 2012: 153-160 - [c16]Moumen T. El-Melegy, Aly A. Farag:
What Can an Image of a Smooth Lambertian Surface Tell About Camera Nonlinearity? CRV 2012: 338-345 - [c15]Aly S. Abdelrahim, Moumen T. El-Melegy, Aly A. Farag:
Realistic 3D reconstruction of the human teeth using shape from shading with shape priors. CVPR Workshops 2012: 64-69 - [c14]Mostafa Abdelrahman, Moumen T. El-Melegy, Aly A. Farag:
3D Object Classification Using Scale Invariant Heat Kernels with Collaborative Classification. ECCV Workshops (1) 2012: 22-31 - [c13]Moumen T. El-Melegy, Aly A. Farag:
Can lens distortion be calibrated from an image of a smooth, textureless Lambertian surface? ICIP 2012: 321-324 - [c12]Ali H. Mahmoud, Moumen T. El-Melegy, Aly A. Farag:
Direct method for shape recovery from polarization and shading. ICIP 2012: 1769-1772 - 2011
- [c11]Moumen T. El-Melegy, Hashim Mokhtar, Aly A. Farag:
A fuzzy framework with prior information unifying registration, segmentation and bias field correction of brain MRI. ICIP 2011: 725-728 - [c10]Moumen T. El-Melegy:
Random sampler M-estimator algorithm for robust function approximation via feed-forward neural networks. IJCNN 2011: 3134-3140 - [c9]Moumen T. El-Melegy:
RANSAC algorithm with sequential probability ratio test for robust training of feed-forward neural networks. IJCNN 2011: 3256-3263
2000 – 2009
- 2009
- [c8]Moumen T. El-Melegy, Hashim Mokhtar:
Incorporating prior information in the fuzzy C-mean algorithm with application to brain tissues segmentation in MRI. ICIP 2009: 3393-3396 - [p2]Moumen T. El-Melegy, Mohamed H. Essai, Ali A. Amer:
Robust Training of Artificial Feedforward Neural Networks. Foundations of Computational Intelligence (1) 2009: 217-242 - [p1]Moumen T. El-Melegy, Nagi H. Al-Ashwal:
A PDE Method to Segment Image Linear Objects with Application to Lens distortion Removal. Progress in Computer Vision and Image Analysis 2009: 495-518 - 2007
- [c7]Moumen T. El-Melegy, Ennumeri A. Zanaty, Walaa M. Abd-Elhafiez, Aly A. Farag:
On Cluster Validity Indexes in Fuzzy and Hard Clustering Algorithms for Image Segmentation. ICIP (6) 2007: 5-8 - 2005
- [c6]Moumen T. El-Melegy, Nagi H. Al-Ashwal, Aly A. Farag:
Variational-Based Method to Extract Parametric Shapes from Images. ICCV 2005: 1786-1791 - [c5]Moumen T. El-Melegy:
Image intrinsic values from shading information. ICIP (2) 2005: 1166-1169 - [c4]Moumen T. El-Melegy, Nagi H. Al-Ashwal:
Lens Distortion Calibration Using Level Sets. VLSM 2005: 356-367 - 2004
- [c3]Safaa Mahmoud, Moumen T. El-Melegy, Aly A. Farag:
A comparative study of statistical and neural methods for remote sensing image classification and decision fusion. ICIP 2004: 3347-3350 - 2003
- [j1]Matthew P. Eklund, Aly A. Farag, Moumen T. El-Melegy:
Robust Correspondence Methods For Stereo Vision. Int. J. Pattern Recognit. Artif. Intell. 17(7): 1059-1079 (2003) - [c2]Moumen Taha El-Melegy, Aly A. Farag:
Statistically Robust Approach to Lens Distortion Calibration with Model Selection. CVPR Workshops 2003: 91 - [c1]Moumen T. El-Melegy, Aly A. Farag:
Nonmetric Lens Distortion Calibration: Closed-form Solutions, Robust Estimation and Model Selection. ICCV 2003: 554-559
Coauthor Index
aka: Ayman S. El-Baz
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