Criteria of Optimal Indications Systems Construction while Recognizing images

摘要

While recognizing images, we suggest integral and differential criteria for estimation of indications self-descriptiveness. It enables us to form the optimal (with respect to the processing speed, the reliability for decision-making,the level of paralleling, the invariance under affine transformations and other parameters) indication systems. This system is destined for a construction of high-performance algorithms for processing of the image recognition on a real time basis.