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Yarovyy A.A.,Vinnytsia National Technical University | Timchenko L.I.,State University for Transport economics and Technologies | Kokriatskaia N.I.,Vinnytsia National Technical University | Kokriatskaia N.I.,State University for Transport economics and Technologies
Advances in Electrical and Computer Engineering | Year: 2012

Paper deals with organization principles of parallel-hierarchical (PH) transform for multistage perception and processing, compression and recognition of information in computational systems which make use of computational scheme similar to neural. Unified methodological approach was developed for analysis of parallel processes. This approach considers influence of structural hierarchy in dynamics. It tracks processes of spatial areas transformation of correlated and generation of uncorrelated in time elements of generated PH network, at the time of transition of the network from one stable stage to another. The main feature of the proposed method is the studying of the dynamics of spatial-correlated procedure for transformation between current and output units in PH network. This procedure gives an opportunity to present processing in PH network as the process of parallel-sequential transformation of diverse image components and consideration of temporal characteristics of transformation. The features analysis of structural-functional organization of networking model of PH transformation of the information environments and corresponding masks generation methods is realized in the given research. On the base of research carried out the method of optimized masks formation while information coding in PH transformation is proposed. The software package, characterized by increased efficiency of direct and reverse PH transformation is developed. © 2012 AECE.


Timchenko L.,State University for Transport economics and Technologies | Kokryatska N.,State University for Transport economics and Technologies | Poplavskyy O.,State University for Transport economics and Technologies | Anna P.,Vinnytsia National Technical University | Ivasyuk I.,State University for Transport economics and Technologies
International Conference on Systems, Signals, and Image Processing | Year: 2011

The paper considers the problem of processing and forecast of dynamic images in real time. The suggested approach to the formation of reference tunnel provides the technique, intended for information processing, realization of which laser beams centres are calculated with higher accuracy, route images are classified to provide more accurate forecast of their further behaviour. © 2011 Univ of Sarajevo.


Timchenko L.I.,State University for Transport economics and Technologies | Poplavskyy A.,State University for Transport economics and Technologies | Petrovskyi N.,State University for Transport economics and Technologies | Kokriatskaia N.I.,State University for Transport economics and Technologies | Kutaev Y.F.,KIA Systems
Optical Engineering | Year: 2011

A problem of real time processing and forecast of dynamic images is discussed in this paper. A suggested approach to formation of the reference tunnel is based on the information processing method when laser beam centers are calculated with higher accuracy, and route images are classified to improve further forecast of their behavior. © 2011 Society of Photo-Optical Instrumentation Engineers (SPIE).

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