This repository contains two lecture modules for image processing using deep learning techniques:
- Image denoising using deep learning
- Semantic image segmentation using deep learning
It is recommended that these modules are introduced in an (elective) image processing class.
Each module consists of the following material:
- Lecture slides (.pdf, power point slides provided upon request)
- Homework assignment (MATLAB live script)
- Homework assignment solution (MATLAB live script, provided upon request)
- Detailed homework assignment instructions for students
- Detailed homework assignment instructions for instructors (provided upon request)
The following materials are also provided for further guidance:
- Syllabus
- Instructions on using image labeler
- A guided tour to image processing using deep learning with MATLAB
- Term project ideas for image processing using deep learning (provided upon request)
Any questions or comments, requests for the instructor copies should be addressed to ai-education-contact@group.mathworks.com.