An overview of the main methods, models, and results of descriptiveimageanalysis is given. descriptiveimageanalysis is a logically organized set of descriptive methods and models designed for imageanalysis and ev...
详细信息
An overview of the main methods, models, and results of descriptiveimageanalysis is given. descriptiveimageanalysis is a logically organized set of descriptive methods and models designed for imageanalysis and evaluation. The state of the art and trends in the development of descriptiveimageanalysis are determined by the methods, models, and results of the descriptive Approach to imageanalysis and understanding. As the methods and apparatus of the descriptive Approach to the analysis and understanding of images were developed and refined, its interpretation was proposed, defined as descriptiveimageanalysis. The main goal of descriptiveimageanalysis is to structure and standardize the various methods, processes, and concepts used in imageanalysis and recognition. descriptiveimageanalysis solves the fundamental problems of formalizing and systematizing methods and forms of information representation in imageanalysis, recognition, and understanding problems, in particular, associated with automating the extraction of information from images to make intelligent decisions (diagnosis, prediction, detection, assessment, and identification patterns of objects, events and processes). descriptiveimageanalysis makes it possible to solve both problems related to constructing formal descriptions of images as recognition objects and problems of synthesizing procedures for recognizing and understanding images. It is suggested that the processes of analysis and evaluation of information represented in the form of images (problem solution trajectories) can generally be considered a sequence/combination of transformations and calculations of a set of intermediate and final (determining the solution) estimates. These transformations are defined by equivalence classes of images and their representations. The latter are defined descriptively, i.e., using a basic set of prototypes and corresponding generating transformations that are functionally complete with respect t
暂无评论