Adaptive system of image processing

Mathematical image processing by technical vision systems in real-time can be divided into two stages: pre-treatment (filtering, contrast, etc.) and final (alignment, visualization, navigation solution to the problem, etc.). These problems can be solved by many famous and specially developed methods with varying degrees of effectiveness. We propose a mathematical model and algorithm of automatic choice the most effective method at each stage of the image processing pipeline in relation to the current situation at its input.