Moumen T. El-Melegy

55 papers A* 4B 13Journal 15Unranked 21

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Tab2Visual: Deep learning for limited tabular data via visual representations and augmentation. Pattern Recognit. Ahmed Mamdouh, Moumen T. El-Melegy, Samia A. Ali, Ron Kikinis
2025	J	`jnl`	DAR-MDE: Depth-Attention Refinement for Multi-Scale Monocular Depth Estimation. J. Sens. Actuator Networks Saddam Abdulwahab, Hatem A. Rashwan, Moumen T. El-Melegy, Domenec Puig
2025	J	`jnl`	Tab2Visual: Overcoming Limited Data in Tabular Data Classification Using Deep Learning with Visual Representations. CoRR Ahmed Mamdouh, Moumen T. El-Melegy, Samia A. Ali, Ron Kikinis
2022	J	`jnl`	A New Framework for Precise Identification of Prostatic Adenocarcinoma. Sensors 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
2022	J	`jnl`	Linear Regression Classification in the Quaternion and Reduced Biquaternion Domains. IEEE Signal Process. Lett. Moumen T. El-Melegy, Aliaa T. Kamal
2022	B	`conf`	Prediction of The Gleason Group of Prostate Cancer from Clinical Biomarkers: Machine and Deep Learning from Tabular Data. IJCNN Ahmed Mamdouh, Moumen T. El-Melegy, Samia A. Ali, Ayman S. El-Baz
2021	J	`jnl`	A Deep Learning Pipeline for Grade Groups Classification Using Digitized Prostate Biopsy Specimens. Sensors Kamal Hammouda, Fahmi Khalifa, Moumen T. El-Melegy, Mohammed Ghazal, Hanan E. Darwish, Mohamed Abou El-Ghar, Ayman El-Baz
2021	J	`jnl`	Precise Identification of Prostate Cancer from DWI Using Transfer Learning. Sensors 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
2021	J	`jnl`	Role of AI and Histopathological Images in Detecting Prostate Cancer: A Survey. Sensors 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
2020	B	`conf`	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 Moumen T. El-Melegy, Rasha Abd El-karim, Ayman S. El-Baz, Mohamed Abou El-Ghar
2019	—	`conf`	Automatic Detection of Tuberculosis Bacilli from Microscopic Sputum Smear Images Using Faster R-CNN, Transfer Learning and Augmentation. IbPRIA (1) Moumen T. El-Melegy, Doaa Mohamed, Tarek ElMelegy
2019	B	`conf`	Detecting and Localizing Prostate Cancer from Diffusion-Weighted Magnetic Resonance Imaging. ICIP 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
2019	B	`conf`	Early Assessment of Renal Transplants Using BOLD-MRI: Promising Results. ICIP 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
2019	—	`conf`	Identification of Tuberculosis Bacilli in ZN-Stained Sputum Smear Images: A Deep Learning Approach. CVPR Workshops Moumen T. El-Melegy, Doaa Mohamed, Tarek ElMelegy, Mostafa Abdelrahman
2019	—	`conf`	Optimal Score Fusion via a Shallow Neural Network to Improve the Performance of Classical Open Source Face Detectors. VISIGRAPP (5: VISAPP) Moumen T. El-Melegy, Hesham A. M. Haridi, Samia A. Ali, Mostafa Abdelrahman
2019	—	`conf`	Recognition of Arabic Handwritten Literal Amounts Using Deep Convolutional Neural Networks. IbPRIA (2) Moumen T. El-Melegy, Asmaa Abdelbaset, Alaa E. Abdel-Hakim, Gamal A. El-Sayed
2018	B	`conf`	A New 3D CNN-based CAD System for Early Detection of Acute Renal Transplant Rejection. ICPR 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
2018	J	`jnl`	A New Local Fractional Entropy-Based Model for Kidney MRI Image Enhancement. Entropy Ala'a R. Al-Shamasneh, Hamid Abdullah Jalab, Shivakumara Palaiahnakote, Unaizah Hanum Binti Obaidellah, Rabha W. Ibrahim, Moumen T. El-Melegy
2018	—	`conf`	A Novel CAD System for Detecting Acute Rejection of Renal Allografts Based on Integrating Imaging-markers and Laboratory Biomarkers. IST 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
2018	—	`conf`	A new CNN-based system for early diagnosis of prostate cancer. ISBI 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
2018	—	`conf`	Adaptive Window for Automatic Classification- Based Segmentation of Multimodal Brain Tumor. ISSPIT Moumen T. El-Melegy, Khaled M. Abo El-Magd, Ayman S. El-Baz
2018	B	`conf`	Fuzzy Membership-Driven Level Set for Automatic Kidney Segmentation from DCE-MRI. FUZZ-IEEE Moumen T. El-Melegy, Rasha Abd El-karim, Ayman El-Baz, Mohamed Abou El-Ghar
2017	—	`conf`	A generalized MRI-based CAD system for functional assessment of renal transplant. ISBI 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
2017	—	`conf`	Color Image Processing Using Reduced Biquaternions with Application to Face Recognition in a PCA Framework. ICCV Workshops Aliaa T. Kamal, Moumen T. El-Melegy
2015	A*	`conf`	Heat diffusion over weighted manifolds: A new descriptor for textured 3D non-rigid shapes. CVPR Mostafa Abdelrahman, Aly A. Farag, David Swanson, Moumen T. El-Melegy
2014	A*	`conf`	Better Shading for Better Shape Recovery. CVPR Moumen T. El-Melegy, Aly S. Abdelrahim, Aly A. Farag
2014	J	`jnl`	Model-wise and point-wise random sample consensus for robust regression and outlier detection. Neural Networks Moumen T. El-Melegy
2014	—	`conf`	Retrieval and Classification on Textured 3D Models. 3DOR@Eurographics 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
2014	J	`jnl`	Shape-from-shading using sensor and physical object characteristics applied to human teeth surface reconstruction. IET Comput. Vis. Aly S. Abdelrahim, Aly A. Farag, Shireen Y. Elhabian, Moumen T. El-Melegy
2014	J	`jnl`	Tumor segmentation in brain MRI using a fuzzy approach with class center priors. EURASIP J. Image Video Process. Moumen T. El-Melegy, Hashim Mokhtar
2013	—	`conf`	2D-PCA Shape Models: Application to 3D Reconstruction of the Human Teeth from a Single Image. MCV Aly S. Abdelrehim, Aly A. Farag, Ahmed Shalaby, Moumen T. El-Melegy
2013	J	`jnl`	Development of a Micro-Gripper Using Piezoelectric Bimorphs. Sensors Amr M. El-Sayed, Ahmed Abo-Ismail, Moumen T. El-Melegy, Nur Azah Hamzaid, Noor Azuan Abu Osman
2013	—	`conf`	Heat front propagation contours for 3D face recognition. BTAS Mostafa Abdelrahman, Aly A. Farag, Moumen T. El-Melegy
2013	J	`jnl`	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. Moumen T. El-Melegy
2013	—	`conf`	SHREC'13 Track: Retrieval of Objects Captured with Low-Cost Depth-Sensing Cameras. 3DOR@Eurographics 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
2013	—	`conf`	SHREC'13 Track: Retrieval on Textured 3D Models. 3DOR@Eurographics 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
2012	—	`conf`	3D Object Classification Using Scale Invariant Heat Kernels with Collaborative Classification. ECCV Workshops (1) Mostafa Abdelrahman, Moumen T. El-Melegy, Aly A. Farag
2012	B	`conf`	Can lens distortion be calibrated from an image of a smooth, textureless Lambertian surface? ICIP Moumen T. El-Melegy, Aly A. Farag
2012	B	`conf`	Direct method for shape recovery from polarization and shading. ICIP Ali H. Mahmoud, Moumen T. El-Melegy, Aly A. Farag
2012	—	`conf`	Heat Kernels for Non-Rigid Shape Retrieval: Sparse Representation and Efficient Classification. CRV Mostafa Abdelrahman, Moumen T. El-Melegy, Aly A. Farag
2012	—	`conf`	Realistic 3D reconstruction of the human teeth using shape from shading with shape priors. CVPR Workshops Aly S. Abdelrahim, Moumen T. El-Melegy, Aly A. Farag
2012	—	`conf`	What Can an Image of a Smooth Lambertian Surface Tell About Camera Nonlinearity? CRV Moumen T. El-Melegy, Aly A. Farag
2011	B	`conf`	A fuzzy framework with prior information unifying registration, segmentation and bias field correction of brain MRI. ICIP Moumen T. El-Melegy, Hashim Mokhtar, Aly A. Farag
2011	B	`conf`	RANSAC algorithm with sequential probability ratio test for robust training of feed-forward neural networks. IJCNN Moumen T. El-Melegy
2011	B	`conf`	Random sampler M-estimator algorithm for robust function approximation via feed-forward neural networks. IJCNN Moumen T. El-Melegy
2009	—	`ch.`	A PDE Method to Segment Image Linear Objects with Application to Lens distortion Removal. Progress in Computer Vision and Image Analysis Moumen T. El-Melegy, Nagi H. Al-Ashwal
2009	B	`conf`	Incorporating prior information in the fuzzy C-mean algorithm with application to brain tissues segmentation in MRI. ICIP Moumen T. El-Melegy, Hashim Mokhtar
2009	—	`ch.`	Robust Training of Artificial Feedforward Neural Networks. Foundations of Computational Intelligence (1) Moumen T. El-Melegy, Mohamed H. Essai, Ali A. Amer
2007	—	`conf`	On Cluster Validity Indexes in Fuzzy and Hard Clustering Algorithms for Image Segmentation. ICIP (6) Moumen T. El-Melegy, Ennumeri A. Zanaty, Walaa M. Abd-Elhafiez, Aly A. Farag
2005	—	`conf`	Image intrinsic values from shading information. ICIP (2) Moumen T. El-Melegy
2005	—	`conf`	Lens Distortion Calibration Using Level Sets. VLSM Moumen T. El-Melegy, Nagi H. Al-Ashwal
2005	A*	`conf`	Variational-Based Method to Extract Parametric Shapes from Images. ICCV Moumen T. El-Melegy, Nagi H. Al-Ashwal, Aly A. Farag
2004	B	`conf`	A comparative study of statistical and neural methods for remote sensing image classification and decision fusion. ICIP Safaa Mahmoud, Moumen T. El-Melegy, Aly A. Farag
2003	A*	`conf`	Nonmetric Lens Distortion Calibration: Closed-form Solutions, Robust Estimation and Model Selection. ICCV Moumen T. El-Melegy, Aly A. Farag
2003	J	`jnl`	Robust Correspondence Methods For Stereo Vision. Int. J. Pattern Recognit. Artif. Intell. Matthew P. Eklund, Aly A. Farag, Moumen T. El-Melegy