On halting the process of hierarchical regression construction when implementing computational procedures for local image processing
V. N. Kopenkov · Pattern Recognition and Image Analysis · 2014
This paper considers the question of the use of the complete sliding control function when solving the problem of automatic construction of the local processing procedure of image signals adjusted using empirical data (hierarchical regression). A technique to halt the process of forming various combinations of training and control samples and, hence, the process of constructing the image processing procedure is proposed and based on an interval estimate of the functional of sliding quality control.