Moumen T. El-Melegy
Orcid: 0000-0003-0146-5515
According to our database1,
Moumen T. El-Melegy
authored at least 54 papers
between 2003 and 2022.
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Bibliography
2022
IEEE Signal Process. Lett., 2022
Sensors, 2022
Prediction of The Gleason Group of Prostate Cancer from Clinical Biomarkers: Machine and Deep Learning from Tabular Data.
Proceedings of the International Joint Conference on Neural Networks, 2022
2021
A Deep Learning Pipeline for Grade Groups Classification Using Digitized Prostate Biopsy Specimens.
Sensors, 2021
Sensors, 2021
Sensors, 2021
2020
A Combined Fuzzy C-Means and Level Set Method for Automatic DCE-MRI Kidney Segmentation Using Both Population-Based and Patient-Specific Shape Statistics.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020
2019
Optimal Score Fusion via a Shallow Neural Network to Improve the Performance of Classical Open Source Face Detectors.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Detecting and Localizing Prostate Cancer from Diffusion-Weighted Magnetic Resonance Imaging.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Automatic Detection of Tuberculosis Bacilli from Microscopic Sputum Smear Images Using Faster R-CNN, Transfer Learning and Augmentation.
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019
Recognition of Arabic Handwritten Literal Amounts Using Deep Convolutional Neural Networks.
Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019
Identification of Tuberculosis Bacilli in ZN-Stained Sputum Smear Images: A Deep Learning Approach.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
2018
Entropy, 2018
A Novel CAD System for Detecting Acute Rejection of Renal Allografts Based on Integrating Imaging-markers and Laboratory Biomarkers.
Proceedings of the 2018 IEEE International Conference on Imaging Systems and Techniques, 2018
Adaptive Window for Automatic Classification- Based Segmentation of Multimodal Brain Tumor.
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
A New 3D CNN-based CAD System for Early Detection of Acute Renal Transplant Rejection.
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018
2017
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Color Image Processing Using Reduced Biquaternions with Application to Face Recognition in a PCA Framework.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017
2015
Heat diffusion over weighted manifolds: A new descriptor for textured 3D non-rigid shapes.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
2014
Model-wise and point-wise random sample consensus for robust regression and outlier detection.
Neural Networks, 2014
Shape-from-shading using sensor and physical object characteristics applied to human teeth surface reconstruction.
IET Comput. Vis., 2014
EURASIP J. Image Video Process., 2014
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
Proceedings of the 7th Eurographics Workshop on 3D Object Retrieval, 2014
2013
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., 2013
2D-PCA Shape Models: Application to 3D Reconstruction of the Human Teeth from a Single Image.
Proceedings of the Medical Computer Vision. Large Data in Medical Imaging, 2013
Proceedings of the IEEE Sixth International Conference on Biometrics: Theory, 2013
Proceedings of the 6th Eurographics Workshop on 3D Object Retrieval, 2013
Proceedings of the 6th Eurographics Workshop on 3D Object Retrieval, 2013
2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Can lens distortion be calibrated from an image of a smooth, textureless Lambertian surface?
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
3D Object Classification Using Scale Invariant Heat Kernels with Collaborative Classification.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012
Realistic 3D reconstruction of the human teeth using shape from shading with shape priors.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012
Proceedings of the Ninth Conference on Computer and Robot Vision, 2012
Heat Kernels for Non-Rigid Shape Retrieval: Sparse Representation and Efficient Classification.
Proceedings of the Ninth Conference on Computer and Robot Vision, 2012
Passive single image-based approach for camera steering in face recognition at-a-distance applications.
Proceedings of the IEEE Fifth International Conference on Biometrics: Theory, 2012
2011
RANSAC algorithm with sequential probability ratio test for robust training of feed-forward neural networks.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Random sampler M-estimator algorithm for robust function approximation via feed-forward neural networks.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
A fuzzy framework with prior information unifying registration, segmentation and bias field correction of brain MRI.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
2009
A PDE Method to Segment Image Linear Objects with Application to Lens distortion Removal.
Proceedings of the Progress in Computer Vision and Image Analysis, 2009
Proceedings of the Foundations of Computational Intelligence, 2009
Incorporating prior information in the fuzzy C-mean algorithm with application to brain tissues segmentation in MRI.
Proceedings of the International Conference on Image Processing, 2009
2007
On Cluster Validity Indexes in Fuzzy and Hard Clustering Algorithms for Image Segmentation.
Proceedings of the International Conference on Image Processing, 2007
2005
Proceedings of the 2005 International Conference on Image Processing, 2005
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005
2004
A comparative study of statistical and neural methods for remote sensing image classification and decision fusion.
Proceedings of the 2004 International Conference on Image Processing, 2004
2003
Int. J. Pattern Recognit. Artif. Intell., 2003
Nonmetric Lens Distortion Calibration: Closed-form Solutions, Robust Estimation and Model Selection.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003