Dzuba V. The methods and aids for solving of applied tasks of computer analysis of images

Thesis is devoted to development of new and improvement of existent methods and facilities for the increase of efficiency of computer analysis of images. As a result of theoretical and experimental researches, conducted in dissertation work, the adaptive method of the linear contrasting is modified for the preprocessing of images, the method of feature extraction is improved on the basis of spatial filtration, approach, it is set that feature extraction on the basis of spatial filtration in combination with the use of associative machines for the decision of task of recognition of objects allows effectively to decide the complex task of analysis of images, the structure of the computer system of analysis of images, which components for training and testing, the method of determination of dependence is first developed between the coefficient of recognition of the system of analysis of images and parameters of its tuning as equalization of regression.