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
Synthetic skin lesion image generation using GANs
Example of how to use MATLAB to generate synthetic images of skin lesions.
2 months ago | 3 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...
2 months ago | 8 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...
3 months ago | 5 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.
2 years ago | 21 downloads |