C ++Image Processing From Ground Up™, Build an Image Processing Library in C++.
With a programming based approach, this course is designed to give you a solid foundation in the most useful aspects of Image Processing in an engaging and easy to follow way. The goal of this course is to present practical techniques while avoiding obstacles of abstract mathematical theories. To achieve this goal, the image processing techniques are explained in plain language, not simply proven to be true through mathematical derivations.
Still keeping it simple, this course comes in different programming languages so that students can put the techniques to practice using a programming language of their choice. This version of the course uses the C ++ programming language.
By the end of the course you should be able to develop the 2-D Discrete Convolution algorithm in C++, develop Edge-Detection Algorithms in C++, develop Spatial Filtering Algorithms in C++, compute an Image Histogram and Equalize it in C++, to develop Gray Level Transformation Algorithms, suppress noise in images, understand all about operators such as Laplacian, Sobel, Prewitt, Robinson, even give a lecture on image processing and so much more. Please take a look at the full course curriculum.