Fundamentals of the model of image quasi-optimal approximations

In the article the results of researches and publications on the so-called segmentation problem, or automatic detection of objects in the image, were summarized. For the automatic object detection we formulated the problem statement, and proposed a model for segmentation of digital images. The article presented the results of current experiments and discussed the features of high-speed computing in a limited amount of RAM.