Methodological Principles of Pyramidal and Parallel-Hierarchical Image Processing on the Base of Neural-Like Network Systems
The scientific research deals with organization principles of parallel-hierarchical transform for multistage perception and processing, compression and recognition of information in informational structure and computational systems which make use of computational scheme similar to neural. Unified me...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Stefan cel Mare University of Suceava
2008-06-01
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| Series: | Advances in Electrical and Computer Engineering |
| Subjects: | |
| Online Access: | http://dx.doi.org/10.4316/AECE.2008.02010 |
| _version_ | 1811257009668882432 |
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| author | KOZHEMYAKO, V. TIMCHENKO, L. YAROVYY, A. |
| author_facet | KOZHEMYAKO, V. TIMCHENKO, L. YAROVYY, A. |
| author_sort | KOZHEMYAKO, V. |
| collection | DOAJ |
| description | The scientific research deals with organization principles of parallel-hierarchical transform for multistage perception and processing, compression and recognition of information in informational structure and 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, in other words it tracks processes of spatial areas transformation of correlated and generation of uncorrelated in time elements of generated network, at the time of transition of the network from one stable stage to another. |
| first_indexed | 2024-04-12T17:49:49Z |
| format | Article |
| id | doaj.art-56175663911e44abbaf3cada840c91ff |
| institution | Directory Open Access Journal |
| issn | 1582-7445 1844-7600 |
| language | English |
| last_indexed | 2024-04-12T17:49:49Z |
| publishDate | 2008-06-01 |
| publisher | Stefan cel Mare University of Suceava |
| record_format | Article |
| series | Advances in Electrical and Computer Engineering |
| spelling | doaj.art-56175663911e44abbaf3cada840c91ff2022-12-22T03:22:32ZengStefan cel Mare University of SuceavaAdvances in Electrical and Computer Engineering1582-74451844-76002008-06-01825460Methodological Principles of Pyramidal and Parallel-Hierarchical Image Processing on the Base of Neural-Like Network SystemsKOZHEMYAKO, V.TIMCHENKO, L.YAROVYY, A.The scientific research deals with organization principles of parallel-hierarchical transform for multistage perception and processing, compression and recognition of information in informational structure and 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, in other words it tracks processes of spatial areas transformation of correlated and generation of uncorrelated in time elements of generated network, at the time of transition of the network from one stable stage to another.http://dx.doi.org/10.4316/AECE.2008.02010parallel processingparallel-hierarchical networkimage processingpattern recognition |
| spellingShingle | KOZHEMYAKO, V. TIMCHENKO, L. YAROVYY, A. Methodological Principles of Pyramidal and Parallel-Hierarchical Image Processing on the Base of Neural-Like Network Systems Advances in Electrical and Computer Engineering parallel processing parallel-hierarchical network image processing pattern recognition |
| title | Methodological Principles of Pyramidal and Parallel-Hierarchical Image Processing on the Base of Neural-Like Network Systems |
| title_full | Methodological Principles of Pyramidal and Parallel-Hierarchical Image Processing on the Base of Neural-Like Network Systems |
| title_fullStr | Methodological Principles of Pyramidal and Parallel-Hierarchical Image Processing on the Base of Neural-Like Network Systems |
| title_full_unstemmed | Methodological Principles of Pyramidal and Parallel-Hierarchical Image Processing on the Base of Neural-Like Network Systems |
| title_short | Methodological Principles of Pyramidal and Parallel-Hierarchical Image Processing on the Base of Neural-Like Network Systems |
| title_sort | methodological principles of pyramidal and parallel hierarchical image processing on the base of neural like network systems |
| topic | parallel processing parallel-hierarchical network image processing pattern recognition |
| url | http://dx.doi.org/10.4316/AECE.2008.02010 |
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