Ms. Elena E. Limonova Profile

Elena E. Limonova

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Publications (14)

Proceedings Article | 3 April 2024 Paper

FARA: fast and accurate RFDoc descriptor approximation

Artem Sher, Anton Trusov, Mikhail Maksimenko, Nikita Arlazarov, Elena Limonova

Proceedings Volume 13072, 130720F (2024) https://doi.org/10.1117/12.3023417

KEYWORDS: Binary data, Education and training, Detection and tracking algorithms, Image processing algorithms and systems, Image classification, Distance measurement, Digital imaging, Data processing, Time metrology

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Proceedings Article | 3 April 2024 Paper

Quantization method for bipolar morphological neural networks

Elena Limonova, Michael Zingerenko, Dmitry Nikolaev, Vladimir Arlazarov

Proceedings Volume 13072, 1307204 (2024) https://doi.org/10.1117/12.3023272

KEYWORDS: Quantization, Neurons, Neural networks, Field programmable gate arrays, Education and training, Tunable filters, Instrument modeling, Image classification, Histograms, Data modeling, Mathematical morphology

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Proceedings Article | 4 January 2021 Paper

Bipolar morphological U-Net for document binarization

Elena Limonova, Dmitry Nikolaev, Vladimir Arlazarov

Proceedings Volume 11605, 116050P (2021) https://doi.org/10.1117/12.2587174

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Proceedings Article | 4 January 2021 Paper

Almost indirect 8-bit convolution for QNNs

Anton Trusov, Elena Limonova, Sergey Usilin

Proceedings Volume 11605, 1160507 (2021) https://doi.org/10.1117/12.2587045

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Proceedings Article | 31 January 2020 Paper

The analysis of projective transformation algorithms for image recognition on mobile devices

Anton Trusov, Elena Limonova

Proceedings Volume 11433, 114330Y (2020) https://doi.org/10.1117/12.2559732

KEYWORDS: Digital imaging, Detection and tracking algorithms, Mobile devices, Image quality, Cameras, Time metrology, Image restoration, Optical filters, Quality measurement, Computer architecture

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Proceedings Article | 31 January 2020 Paper

Bipolar morphological neural networks: convolution without multiplication

Elena Limonova, Daniil Matveev, Dmitry Nikolaev, Vladimir Arlazarov

Proceedings Volume 11433, 114333J (2020) https://doi.org/10.1117/12.2559299

KEYWORDS: Neural networks, Neurons, Convolution, Embedded systems, Quantization, Convolutional neural networks, Mobile devices, Network architectures

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Proceedings Article | 15 March 2019 Paper

Fast Hamming distance computation for 2D art recognition on VLIW-architecture in case of Elbrus platform

Elena Limonova, Natalya Skoryukina, Murad Neiman-zade

Proceedings Volume 11041, 110411N (2019) https://doi.org/10.1117/12.2523101

KEYWORDS: Array processing, Computing systems, Binary data, Optimization (mathematics), Detection and tracking algorithms, Image processing, Computer architecture

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Proceedings Article | 13 April 2018 Paper

Mobile and embedded fast high resolution image stitching for long length rectangular monochromatic objects with periodic structure

Elena Limonova, Daniil Tropin, Boris Savelyev, Igor Mamay, Dmitry Nikolaev

Proceedings Volume 10696, 1069615 (2018) https://doi.org/10.1117/12.2310093

KEYWORDS: Panoramic photography, Image processing, Image resolution, Edge detection, Mobile devices, Video, Image analysis, Satellite imaging

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Proceedings Article | 17 March 2017 Paper

Image deblurring in video stream based on two-level image model

Arseniy Mukovozov, Dmitry Nikolaev, Elena Limonova

Proceedings Volume 10341, 1034113 (2017) https://doi.org/10.1117/12.2268744

KEYWORDS: Video, Deconvolution, Evolutionary algorithms, Binary data, Distortion, Image acquisition, Image analysis, Convolution, Image enhancement, Detection and tracking algorithms

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Proceedings Article | 17 March 2017 Paper

Slant rectification in Russian passport OCR system using fast Hough transform

Elena Limonova, Pavel Bezmaternykh, Dmitry Nikolaev, Vladimir Arlazarov

Proceedings Volume 10341, 103410P (2017) https://doi.org/10.1117/12.2268725

KEYWORDS: Hough transforms, Optical character recognition, Detection and tracking algorithms, Sensors, Image segmentation, Image processing algorithms and systems, Image compression, Physics, Ruthenium, Image processing

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Proceedings Article | 17 March 2017 Paper

Combining convolutional neural networks and Hough Transform for classification of images containing lines

Alexander Sheshkus, Elena Limonova, Dmitry Nikolaev, Valeriy Krivtsov

Proceedings Volume 10341, 103411C (2017) https://doi.org/10.1117/12.2268717

KEYWORDS: Convolutional neural networks, Neural networks, Hough transforms, Image classification, Feature extraction, Image filtering, Optical character recognition, Computer vision technology, Machine vision, Computing systems

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Proceedings Article | 17 March 2017 Paper

Fast integer approximations in convolutional neural networks using layer-by-layer training

Dmitry Ilin, Elena Limonova, Vladimir Arlazarov, Dmitry Nikolaev

Proceedings Volume 10341, 103410Q (2017) https://doi.org/10.1117/12.2268722

KEYWORDS: Neural networks, Convolutional neural networks, Mobile devices, Neurons, Detection and tracking algorithms, Stochastic processes, Evolutionary algorithms, Machine vision, Embedded systems, Visualization

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Proceedings Article | 8 February 2017 Paper

Trainable Siamese keypoint descriptors for real-time applications

Fedor Fedorenko, Alena Ivanova, Elena Limonova, Ivan Konovalenko

Proceedings Volume 10253, 1025306 (2017) https://doi.org/10.1117/12.2266351

KEYWORDS: Neural networks, Cameras, Network architectures, Neurons, Embedded systems, Photography, Matrices, Image resolution, Computer architecture, Time metrology

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Proceedings Article | 8 December 2015 Paper

Improving neural network performance on SIMD architectures

Elena Limonova, Dmitry Ilin, Dmitry Nikolaev

Proceedings Volume 9875, 98750L (2015) https://doi.org/10.1117/12.2228594

KEYWORDS: Convolutional neural networks, Neural networks, Computer arithmetic, Parallel processing, Data conversion, Matrix multiplication, Quantization, Basic research, Physics, Image transmission

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Showing 5 of 14 publications

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