Elena Limonova

Orcid: 0000-0001-7673-9109

According to our database1, Elena Limonova authored at least 25 papers between 2015 and 2023.

Collaborative distances:
  • Dijkstra number2 of six.
  • Erdős number3 of five.

Timeline

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Bibliography

2023
Unfolder: Fast localization and image rectification of a document with a crease from folding in half.
CoRR, 2023

Fast Computation of RFD-Like Descriptors in Four Orientations.
IEEE Access, 2023

PESAC, the Generalized Framework for RANSAC-Based Methods on SIMD Computing Platforms.
IEEE Access, 2023

Memory Efficient Local Features Descriptor for Identity Document Detection on Mobile and Embedded Devices.
IEEE Access, 2023

2022
Fast matrix multiplication for binary and ternary CNNs on ARM CPU.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

2021
Efficient Implementation of Fast Hough Transform Using CPCA Coprocessor.
Program. Comput. Softw., 2021

p-im2col: Simple Yet Efficient Convolution Algorithm With Flexibly Controlled Memory Overhead.
IEEE Access, 2021

Bipolar Morphological Neural Networks: Gate-Efficient Architecture for Computer Vision.
IEEE Access, 2021

RFDoc: Memory Efficient Local Descriptors for ID Documents Localization and Classification.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

2020
Fast Implementation of Morphological Filtering Using ARM NEON Extension.
CoRR, 2020

Computational optimization of convolutional neural networks using separated filters architecture.
CoRR, 2020

Fast Implementation of 4-bit Convolutional Neural Networks for Mobile Devices.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

ResNet-like Architecture with Low Hardware Requirements.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Almost indirect 8-bit convolution for QNNs.
Proceedings of the Thirteenth International Conference on Machine Vision, 2020

Bipolar morphological U-Net for document binarization.
Proceedings of the Thirteenth International Conference on Machine Vision, 2020

2019
Performance Evaluation of a Recognition System on the VLIW Architecture by the Example of the Elbrus Platform.
Program. Comput. Softw., 2019

The analysis of projective transformation algorithms for image recognition on mobile devices.
Proceedings of the Twelfth International Conference on Machine Vision, 2019

Bipolar morphological neural networks: convolution without multiplication.
Proceedings of the Twelfth International Conference on Machine Vision, 2019

2018
Fast Hamming distance computation for 2D art recognition on VLIW-architecture in case of Elbrus platform.
Proceedings of the Eleventh International Conference on Machine Vision, 2018

2017
Mobile and embedded fast high resolution image stitching for long length rectangular monochromatic objects with periodic structure.
Proceedings of the Tenth International Conference on Machine Vision, 2017

2016
Combining convolutional neural networks and Hough Transform for classification of images containing lines.
Proceedings of the Ninth International Conference on Machine Vision, 2016

Image deblurring in video stream based on two-level image model.
Proceedings of the Ninth International Conference on Machine Vision, 2016

Slant rectification in Russian passport OCR system using fast Hough transform.
Proceedings of the Ninth International Conference on Machine Vision, 2016

Fast integer approximations in convolutional neural networks using layer-by-layer training.
Proceedings of the Ninth International Conference on Machine Vision, 2016

2015
Improving neural network performance on SIMD architectures.
Proceedings of the Eighth International Conference on Machine Vision, 2015


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