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Elena Kuznetsova
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Publications (4)
Proceedings Article | 8 December 2015 Paper
Viola-Jones based hybrid framework for real-time object detection in multispectral images
Proceedings Volume 9875, 98750N (2015) https://doi.org/10.1117/12.2228707
KEYWORDS: Convolutional neural networks, Multispectral imaging, Neural networks, Machine learning, Sensors, Detection and tracking algorithms, Principal component analysis, Feature extraction, Computing systems, Image processing, Real-time computing
Proceedings Article | 14 February 2015 Paper
Vision-based industrial automatic vehicle classifier
Timur Khanipov, Ivan Koptelov, Anton Grigoryev, Elena Kuznetsova, Dmitry Nikolaev
Proceedings Volume 9445, 944511 (2015) https://doi.org/10.1117/12.2181557
KEYWORDS: Cameras, Sensors, Video, Roads, Classification systems, Signal detection, Hough transforms, Machine vision, Infrared cameras, Computer vision technology
Proceedings Article | 14 February 2015 Paper
Method of center localization for objects containing concentric arcs
Proceedings Volume 9445, 94451X (2015) https://doi.org/10.1117/12.2181546
KEYWORDS: Hough transforms, Detection and tracking algorithms, Classification systems, Image analysis, Image quality, Image classification, Computing systems, Light sources and illumination, Gaussian filters, Visualization
Proceedings Article | 14 February 2015 Paper
Experimental comparison of methods for estimation of the observed velocity of the vehicle in video stream
Proceedings Volume 9445, 94451C (2015) https://doi.org/10.1117/12.2181226
KEYWORDS: Video, Roads, Optical flow, Cameras, Ions, Physics, Basic research, Optical tracking, Clocks, Light sources and illumination
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