In this paper, first, the fundamental concepts and glossary of terms with vague or arbitrary meanings in the area of image engineering are defined and explained in clarification. Then, the contents such as basic algorithm models in image processing and image operations are generalized. Finally, the methods of measuring distortion in image processing are described. In this way, a clarification of several basic concepts on image engineering and an exposure to theoretical foundations of it are anticipated.