Neural networks application in object recognition tasks


Objects recognition based on their images


Neural network of direct propagation, taught on attribute vector ensemble, ensure stable objects recognition by their images even at viewing conditions changes and image distortion by turbulence atmosphere.


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Objects recognition based on long-range portraits


Comparison of long-range portraits registered by laser location system with already known ones can be used for located object classification and its orientation determination relative observation frame of reference.

Object recognition based on long-range portraits with using of properly trained neural network can be accurate and robust to main location parameters variation.

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Distributed computing environment


Distributed computing environment for neural network training is implemented. It operates on 2 or more PCs, connected via Ethernet LAN.

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