I have prepared a course to teach computer vision & image processing from scratch. In this course, you will find special examples beside the fundamental topics. I preferred to use OpenCV which is an open source computer vision library used and supported by many people!. And I have used OpenCV with Python, because Python allows us to focus on the problem easily without spending time for programming syntax/complex codes.
Note: Below you can find some figures/videos about the lectures. Also new videos will be added and course content will expand