Professor in the Department of Computer & Electrical Engineering and Computer Science at Florida Atlantic University. Author of "Practical Image and Video Processing Using MATLAB".
Professional Interests: Image Processing, Deep Learning, Medical Image Analysis, Human and Computer Vision
Training Deep Neural Networks using a low-code app in MATLAB
Example of how to use MATLAB Deep Network Designer to build deep learning solutions to two different problems: diabetes predicti...
7 months ago | 6 downloads |
Deep Learning workflow for computational pathology
Example of how to use MATLAB Experiment Manager to manipulate very large images in the context of computational pathology (CPATH...
8 months ago | 4 downloads |
Synthetic skin lesion image generation using GANs
Example of how to use MATLAB to generate synthetic images of skin lesions.
10 months ago | 7 downloads |
Explainable AI for Medical Images
Example of how to use MATLAB to produce post-hoc explanations (using Grad-CAM and image LIME) for a medical image classification...
10 months ago | 5 downloads |
Managing medical image classification experiments
Example of how to use MATLAB Experiment Manager to test different classifiers for skin lesion classification using transfer lea...
11 months ago | 6 downloads |
Scene Classification Using Deep Learning
A scene classification solution using a subset of the MIT Places dataset and a pretrained model, Places365GoogLeNet.
2 years ago | 4 downloads |
Image classification using data augmentation
A simple example of a four-class image classifier using a small dataset, with and without data augmentation.
3 years ago | 15 downloads |