Elena Limonova

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Active since

2015

Affiliations

Institute for Information Transmission Problems(Current)

Moscow Institute of Physics and Technology

Elena Limonova is an author at Institute for Information Transmission Problems specializing in pattern recognition, computer science, and computer vision.

ORCID

Publications per year

2015–2024

Publications

Convolutional Neural Network Structure Transformations for Complexity Reduction and Speed Improvement

Elena Limonova, Alexander Sheshkus, Alena A. Ivanova et al. · Pattern Recognition and Image Analysis · 2018 · 19 citations

Computing, Computer Engineering, Computer Science +11

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

Alexander Sheshkus, Elena Limonova, Dmitry Nikolaev et al. · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2017 · 15 citations

Computing, Computer Science, Artificial Intelligence +16

Bipolar Morphological Neural Networks: Gate-Efficient Architecture for Computer Vision

Elena Limonova, Daniil Alfonso, Dmitry Nikolaev et al. · IEEE Access · 2021 · 14 citations · Full text

Engineering, Computer Engineering, Computer Science +17

Improving neural network performance on SIMD architectures

Elena Limonova, Dmitry Ilin, Dmitry Nikolaev · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2015 · 13 citations

Computing, Computer Engineering, Computer Science +17

Slant rectification in Russian passport OCR system using fast Hough transform

Elena Limonova, Pavel Bezmaternykh, Dmitry Nikolaev et al. · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2017 · 13 citations

Computing, Computer Science, Computer Vision +13

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