The cognitive structural approach for image restoration
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MARDARE, Igor, PERJU, Veacheslav, CASASENT, David P.. The cognitive structural approach for image restoration. In: Proceedings of SPIE - The International Society for Optical Engineering, Ed. 19, 17-18 martie 2008, Orlando, Florida. Bellingham, Washington: SPIE, 2008, Ediţia 19, Vol.6977, pp. 1-12. ISBN 9780819471680. ISSN 0277-786X. DOI: https://doi.org/10.1117/12.778156
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Proceedings of SPIE - The International Society for Optical Engineering
Ediţia 19, Vol.6977, 2008
Conferința "Optical Pattern Recognition"
19, Orlando, Florida, Statele Unite ale Americii, 17-18 martie 2008

The cognitive structural approach for image restoration

DOI:https://doi.org/10.1117/12.778156

Pag. 1-12

Mardare Igor1, Perju Veacheslav1, Casasent David P.2
 
1 Technical University of Moldova,
2 Carnegie Mellon University, Pittsburgh, USA
 
 
Disponibil în IBN: 2 decembrie 2023


Rezumat

It is analyzed the important and actual problem of the defective images of scenes restoration. The proposed approach provides restoration of scenes by a system on the basis of human intelligence phenomena reproduction used for restoration-recognition of images. The cognitive models of the restoration process are elaborated. The models are realized by the intellectual processors constructed on the base of neural networks and associative memory using neural network simulator NNToolbox from MATLAB 7.0. The models provides restoration and semantic designing of images of scenes under defective images of the separate objects.

Cuvinte-cheie
Artificial Intelligence, cognitive model, Restoration of images