Statistically Robust Approach to Lens Distortion Calibration with Model Selection. - Moumen Taha El-Melegy; Aly A. Farag (CVPR Workshops, 2003)

Nonmetric Lens Distortion Calibration: Closed-form Solutions, Robust Estimation and Model Selection. - Moumen T. El-Melegy; Aly A. Farag (ICCV, 2003)

Robust Correspondence Methods For Stereo Vision. - Matthew P. Eklund; Aly A. Farag; Moumen T. El-Melegy (Int. J. Pattern Recognit. Artif. Intell., 2003)

A comparative study of statistical and neural methods for remote sensing image classification and decision fusion. - Safaa Mahmoud; Moumen T. El-Melegy; Aly A. Farag (ICIP, 2004)

Variational-Based Method to Extract Parametric Shapes from Images. - Moumen T. El-Melegy; Nagi H. Al-Ashwal; Aly A. Farag (ICCV, 2005)

Image intrinsic values from shading information. - Moumen T. El-Melegy (ICIP (2), 2005)

Lens Distortion Calibration Using Level Sets. - Moumen T. El-Melegy; Nagi H. Al-Ashwal (VLSM, 2005)

On Cluster Validity Indexes in Fuzzy and Hard Clustering Algorithms for Image Segmentation. - Moumen T. El-Melegy; Ennumeri A. Zanaty; Walaa M. Abd-Elhafiez; Aly A. Farag (ICIP (6), 2007)

Incorporating prior information in the fuzzy C-mean algorithm with application to brain tissues segmentation in MRI. - Moumen T. El-Melegy; Hashim Mokhtar (ICIP, 2009)

Robust Training of Artificial Feedforward Neural Networks. - Moumen T. El-Melegy; Mohamed H. Essai; Ali A. Amer (Foundations of Computational Intelligence (1), 2009)

A PDE Method to Segment Image Linear Objects with Application to Lens distortion Removal. - Moumen T. El-Melegy; Nagi H. Al-Ashwal (Progress in Computer Vision and Image Analysis, 2009)

A fuzzy framework with prior information unifying registration, segmentation and bias field correction of brain MRI. - Moumen T. El-Melegy; Hashim Mokhtar; Aly A. Farag (ICIP, 2011)

Random sampler M-estimator algorithm for robust function approximation via feed-forward neural networks. - Moumen T. El-Melegy (IJCNN, 2011)

RANSAC algorithm with sequential probability ratio test for robust training of feed-forward neural networks. - Moumen T. El-Melegy (IJCNN, 2011)

Passive single image-based approach for camera steering in face recognition at-a-distance applications. - Eslam A. Mostafa; Moumen Elmelegy; Aly A. Farag (BTAS, 2012)

Heat Kernels for Non-Rigid Shape Retrieval: Sparse Representation and Efficient Classification. - Mostafa Abdelrahman; Moumen T. El-Melegy; Aly A. Farag (CRV, 2012)

What Can an Image of a Smooth Lambertian Surface Tell About Camera Nonlinearity? - Moumen T. El-Melegy; Aly A. Farag (CRV, 2012)

Realistic 3D reconstruction of the human teeth using shape from shading with shape priors. - Aly S. Abdelrahim; Moumen T. El-Melegy; Aly A. Farag (CVPR Workshops, 2012)

3D Object Classification Using Scale Invariant Heat Kernels with Collaborative Classification. - Mostafa Abdelrahman; Moumen T. El-Melegy; Aly A. Farag (ECCV Workshops (1), 2012)

Can lens distortion be calibrated from an image of a smooth, textureless Lambertian surface? - Moumen T. El-Melegy; Aly A. Farag (ICIP, 2012)

Direct method for shape recovery from polarization and shading. - Ali H. Mahmoud; Moumen T. El-Melegy; Aly A. Farag (ICIP, 2012)

SHREC'13 Track: Retrieval on Textured 3D Models. - Andrea Cerri; Silvia Biasotti; Mostafa Abdelrahman; Jesús Angulo; K. Berger; Louis Chevallier; Moumen T. El-Melegy; Aly A. Farag; F. Lefebvre; Andrea Giachetti 001; H. Guermoud; Yong-Jin Liu; et al. (3DOR@Eurographics, 2013)

SHREC'13 Track: Retrieval of Objects Captured with Low-Cost Depth-Sensing Cameras. - João Machado; Alfredo Ferreira; Pedro B. Pascoal; Mostafa Abdelrahman; Masaki Aono; Moumen T. El-Melegy; Aly A. Farag; Henry Johan; Bo Li 013; Yijuan Lu; Atsushi Tatsuma (3DOR@Eurographics, 2013)

Heat front propagation contours for 3D face recognition. - Mostafa Abdelrahman; Aly A. Farag; Moumen T. El-Melegy (BTAS, 2013)

2D-PCA Shape Models: Application to 3D Reconstruction of the Human Teeth from a Single Image. - Aly S. Abdelrehim; Aly A. Farag; Ahmed Shalaby 001; Moumen T. El-Melegy (MCV, 2013)

Development of a Micro-Gripper Using Piezoelectric Bimorphs. - Amr M. El-Sayed; Ahmed Abo-Ismail; Moumen T. El-Melegy; Nur Azah Hamzaid; Noor Azuan Abu Osman (Sensors, 2013)

Random Sampler M-Estimator Algorithm With Sequential Probability Ratio Test for Robust Function Approximation Via Feed-Forward Neural Networks. - Moumen T. El-Melegy (IEEE Trans. Neural Networks Learn. Syst., 2013)

Retrieval and Classification on Textured 3D Models. - Silvia Biasotti; Andrea Cerri; Mostafa Abdelrahman; Masaki Aono; Abdessamad Ben Hamza; Moumen T. El-Melegy; Aly A. Farag; Valeria Garro; Andrea Giachetti 001; Daniela Giorgi; Afzal Godil; C. Li; et al. (3DOR@Eurographics, 2014)

Better Shading for Better Shape Recovery. - Moumen T. El-Melegy; Aly S. Abdelrahim; Aly A. Farag (CVPR, 2014)

Tumor segmentation in brain MRI using a fuzzy approach with class center priors. - Moumen T. El-Melegy; Hashim Mokhtar (EURASIP J. Image Video Process., 2014)

Shape-from-shading using sensor and physical object characteristics applied to human teeth surface reconstruction. - Aly S. Abdelrahim; Aly A. Farag; Shireen Y. Elhabian; Moumen T. El-Melegy (IET Comput. Vis., 2014)

Model-wise and point-wise random sample consensus for robust regression and outlier detection. - Moumen T. El-Melegy (Neural Networks, 2014)

Heat diffusion over weighted manifolds: A new descriptor for textured 3D non-rigid shapes. - Mostafa Abdelrahman; Aly A. Farag; David Swanson; Moumen T. El-Melegy (CVPR, 2015)

Color Image Processing Using Reduced Biquaternions with Application to Face Recognition in a PCA Framework. - Aliaa T. Kamal; Moumen T. El-Melegy (ICCV Workshops, 2017)

A generalized MRI-based CAD system for functional assessment of renal transplant. - Fahmi Khalifa; Mohamed Shehata; Ahmed Soliman 001; Mohamed Abou El-Ghar; Tarek Eldiasty; Amy C. Dwyer; Moumen T. El-Melegy; Georgy L. Gimel'farb; Robert Keynton; Ayman El-Baz (ISBI, 2017)

Fuzzy Membership-Driven Level Set for Automatic Kidney Segmentation from DCE-MRI. - Moumen T. El-Melegy; Rasha Abd El-karim; Ayman El-Baz; Mohamed Abou El-Ghar (FUZZ-IEEE, 2018)

A New 3D CNN-based CAD System for Early Detection of Acute Renal Transplant Rejection. - Hisham Abdeltawab; Mohamed Shehata; Ahmed Shalaby 002; Samineh Mesbah; Maryam El-Baz; Mohammed Ghazal; Yasmina Alkhalil; Mohamed Abou El-Ghar; Amy C. Dwyer; Moumen T. El-Melegy; Ayman El-Baz (ICPR, 2018)

A new CNN-based system for early diagnosis of prostate cancer. - Islam Reda; Babajide O. Ayinde; Mohammed M. Elmogy; Ahmed Shalaby 002; Moumen T. El-Melegy; Mohamed Abou El-Ghar; Ahmed Abou El-Fetouh; Mohammed Ghazal; Ayman El-Baz (ISBI, 2018)

Adaptive Window for Automatic Classification- Based Segmentation of Multimodal Brain Tumor. - Moumen T. El-Melegy; Khaled M. Abo El-Magd; Ayman S. El-Baz (ISSPIT, 2018)

A Novel CAD System for Detecting Acute Rejection of Renal Allografts Based on Integrating Imaging-markers and Laboratory Biomarkers. - 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 (IST, 2018)

A New Local Fractional Entropy-Based Model for Kidney MRI Image Enhancement. - Ala'a R. Al-Shamasneh; Hamid Abdullah Jalab; Shivakumara Palaiahnakote; Unaizah Hanum Binti Obaidellah; Rabha W. Ibrahim; Moumen T. El-Melegy (Entropy, 2018)

Identification of Tuberculosis Bacilli in ZN-Stained Sputum Smear Images: A Deep Learning Approach. - Moumen T. El-Melegy; Doaa Mohamed; Tarek ElMelegy; Mostafa Abdelrahman (CVPR Workshops, 2019)

Recognition of Arabic Handwritten Literal Amounts Using Deep Convolutional Neural Networks. - Moumen T. El-Melegy; Asmaa Abdelbaset; Alaa E. Abdel-Hakim; Gamal A. El-Sayed (IbPRIA (2), 2019)

Automatic Detection of Tuberculosis Bacilli from Microscopic Sputum Smear Images Using Faster R-CNN, Transfer Learning and Augmentation. - Moumen T. El-Melegy; Doaa Mohamed; Tarek ElMelegy (IbPRIA (1), 2019)

Detecting and Localizing Prostate Cancer from Diffusion-Weighted Magnetic Resonance Imaging. - Islam Reda; Ayman El-Baz; Mohammed Ghazal; Ahmed Shalaby 002; Mohammed Elmogy; Ahmed Aboulfotouh; Mohamed Abou El-Ghar; Moumen T. El-Melegy; Ashraf Khalil; Robert Keynton (ICIP, 2019)

Early Assessment of Renal Transplants Using BOLD-MRI: Promising Results. - Mohamed Shehata; Robert Keynton; Ayman El-Baz; Ahmed Shalaby 002; Mohammed Ghazal; Mohamed Abou El-Ghar; Mohamed A. Badawy; Garth M. Beache; Amy C. Dwyer; Moumen T. El-Melegy; Guruprasad Giridharan (ICIP, 2019)

Optimal Score Fusion via a Shallow Neural Network to Improve the Performance of Classical Open Source Face Detectors. - Moumen T. El-Melegy; Hesham A. M. Haridi; Samia A. Ali; Mostafa Abdelrahman (VISIGRAPP (5: VISAPP), 2019)

A Combined Fuzzy C-Means and Level Set Method for Automatic DCE-MRI Kidney Segmentation Using Both Population-Based and Patient-Specific Shape Statistics. - Moumen T. El-Melegy; Rasha Abd El-karim; Ayman S. El-Baz; Mohamed Abou El-Ghar (FUZZ-IEEE, 2020)

Precise Identification of Prostate Cancer from DWI Using Transfer Learning. - Islam R. Abdelmaksoud; Ahmed Shalaby 002; Ali Mahmoud 001; Mohammed Elmogy; Ahmed Aboelfetouh; Mohamed Abou El-Ghar; Moumen T. El-Melegy; Norah Saleh Alghamdi; Ayman El-Baz (Sensors, 2021)

Role of AI and Histopathological Images in Detecting Prostate Cancer: A Survey. - Sarah M. Ayyad; Mohamed Shehata; Ahmed Shalaby 002; Mohamed Abou El-Ghar; Mohammed Ghazal; Moumen T. El-Melegy; Nahla B. Abdel-Hamid; Labib M. Labib; H. Arafat Ali; Ayman El-Baz (Sensors, 2021)

A Deep Learning Pipeline for Grade Groups Classification Using Digitized Prostate Biopsy Specimens. - Kamal Hammouda; Fahmi Khalifa; Moumen T. El-Melegy; Mohammed Ghazal; Hanan E. Darwish; Mohamed Abou El-Ghar; Ayman El-Baz (Sensors, 2021)

Prediction of The Gleason Group of Prostate Cancer from Clinical Biomarkers: Machine and Deep Learning from Tabular Data. - Ahmed Mamdouh; Moumen T. El-Melegy; Samia A. Ali; Ayman S. El-Baz (IJCNN, 2022)

A New Framework for Precise Identification of Prostatic Adenocarcinoma. - Sarah M. Ayyad; Mohamed A. Badawy; Mohamed Shehata; Ahmed Alksas; Ali Mahmoud 001; Mohamed Abou El-Ghar; Mohammed Ghazal; Moumen T. El-Melegy; Nahla B. Abdel-Hamid; Labib M. Labib; H. Arafat Ali; Ayman El-Baz (Sensors, 2022)

Linear Regression Classification in the Quaternion and Reduced Biquaternion Domains. - Moumen T. El-Melegy; Aliaa T. Kamal (IEEE Signal Process. Lett., 2022)

Tab2Visual: Overcoming Limited Data in Tabular Data Classification Using Deep Learning with Visual Representations. - Ahmed Mamdouh; Moumen T. El-Melegy; Samia A. Ali; Ron Kikinis (CoRR, 2025)