7 June 2005 Multichannel image processing system for thermal supervision systems
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Proceedings Volume 5834, 18th International Conference on Photoelectronics and Night Vision Devices; (2005); doi: 10.1117/12.628911
Event: 18th International Conference on Photoelectronics and Night Vision Devices and Quantum Informatics 2004, 2004, Moscow, Russian Federation
Abstract
Foundation principles of multichannel real-time information processing system which is solving a problem of automatic object tracking are considered in this work. Image processing algorithms which are used for three-channel system foundation and optimally approaching for system core-Microprocessor Neuro Matrix NM6403 are realized. Information processing is accomplished with using of Hopfield neural network one 384x288 frame processing time is about 100...140 ms.
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A. A. Zorin, I. I. Razumova, V. A. Tarkov, "Multichannel image processing system for thermal supervision systems", Proc. SPIE 5834, 18th International Conference on Photoelectronics and Night Vision Devices, (7 June 2005); doi: 10.1117/12.628911; https://doi.org/10.1117/12.628911
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KEYWORDS
Data processing

Neural networks

Image processing

Automatic tracking

Detection and tracking algorithms

Evolutionary algorithms

Convolution

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