PUMA
Istituto di Scienza e Tecnologie dell'Informazione     
Salvetti O., Gurevich I. B., Yashina V., Niemann H. Descriptive Approach to Medical Image Analysis - Substantiation and Interpretation. In: First International Workshop on Image Mining: Theory and Applications (IMTA 2008) (Funchal, Madeira, Portugal, 22-23 January 2008). Proceedings, pp. 26 - 36. I. Gourevich, H. Niemann and O. Salvetti (eds.). INSTICC Press, Portugal, 2008.
 
 
Abstract
(English)
The paper is devoted to the development and formal representation of the descriptive model of information technology for automating morphologic analysis of cytological specimens (lymphatic system tumors). The main contributions are detailed description of algebraic constructions used for creating of mathematical model of information technology and its specification in the form of algorithmic scheme based on Descriptive Image Algebras. It is specified the descriptive model of an image recognition task and the stage of an image reduction to a recognizable from. The theoretical base of the model is the Descriptive Approach to Image Analysis and its main mathematical tools. It is demonstrated practical application of algebraic tools of the Descriptive Approach to Image Analysis and presented an algorithmic scheme of a technology implementing the apparatus of Descriptive Image Algebras.
Subject Algebraic Approach
Image Analysis
I.4.10 Image Representation
I.1.2 Algorithms


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