Improving neural network performance on SIMD architectures. - Elena Limonova; Dmitry Ilin; Dmitry P. Nikolaev (ICMV, 2015)

Fast integer approximations in convolutional neural networks using layer-by-layer training. - Dmitry Ilin; Elena Limonova; Vladimir V. Arlazarov; Dmitry P. Nikolaev (ICMV, 2016)

Slant rectification in Russian passport OCR system using fast Hough transform. - Elena Limonova; Pavel Bezmaternykh; Dmitry P. Nikolaev; Vladimir V. Arlazarov (ICMV, 2016)

Image deblurring in video stream based on two-level image model. - Arseniy Mukovozov; Dmitry P. Nikolaev; Elena Limonova (ICMV, 2016)

Combining convolutional neural networks and Hough Transform for classification of images containing lines. - Alexander Sheshkus; Elena Limonova; Dmitry P. Nikolaev; Valeriy E. Krivtsov (ICMV, 2016)

Mobile and embedded fast high resolution image stitching for long length rectangular monochromatic objects with periodic structure. - Elena Limonova; Daniil V. Tropin; Boris Savelyev; Igor Mamay; Dmitry P. Nikolaev (ICMV, 2017)

Fast Hamming distance computation for 2D art recognition on VLIW-architecture in case of Elbrus platform. - Elena Limonova; Natalya Skoryukina; Murad I. Neiman-zade (ICMV, 2018)

Bipolar morphological neural networks: convolution without multiplication. - Elena Limonova; Daniil Matveev; Dmitry P. Nikolaev; Vladimir V. Arlazarov (ICMV, 2019)

The analysis of projective transformation algorithms for image recognition on mobile devices. - Anton Trusov; Elena Limonova (ICMV, 2019)

Performance Evaluation of a Recognition System on the VLIW Architecture by the Example of the Elbrus Platform. - Elena Limonova; N. A. Bocharov; N. B. Paramonov; D. S. Bogdanov; Vladimir V. Arlazarov; O. A. Slavin; Dmitry P. Nikolaev (Program. Comput. Softw., 2019)

Bipolar morphological U-Net for document binarization. - Elena Limonova; Dmitry Nikolaev 001; Vladimir V. Arlazarov (ICMV, 2020)

Almost indirect 8-bit convolution for QNNs. - Anton Trusov; Elena Limonova; Sergey A. Usilin (ICMV, 2020)

ResNet-like Architecture with Low Hardware Requirements. - Elena Limonova; Daniil Alfonso; Dmitry P. Nikolaev; Vladimir V. Arlazarov (ICPR, 2020)

Fast Implementation of 4-bit Convolutional Neural Networks for Mobile Devices. - Anton Trusov; Elena Limonova; Dmitry Slugin; Dmitry P. Nikolaev; Vladimir V. Arlazarov (ICPR, 2020)

Computational optimization of convolutional neural networks using separated filters architecture. - Elena Limonova; Alexander Sheshkus; Dmitry P. Nikolaev (CoRR, 2020)

Fast Implementation of Morphological Filtering Using ARM NEON Extension. - Elena Limonova; Arseniy P. Terekhin; Dmitry P. Nikolaev; Vladimir V. Arlazarov (CoRR, 2020)

RFDoc: Memory Efficient Local Descriptors for ID Documents Localization and Classification. - Daniil Matalov; Elena Limonova; Natalya Skoryukina; Vladimir V. Arlazarov (ICDAR (2), 2021)

Bipolar Morphological Neural Networks: Gate-Efficient Architecture for Computer Vision. - Elena Limonova; Daniil Alfonso; Dmitry P. Nikolaev; Vladimir V. Arlazarov (IEEE Access, 2021)

p-im2col: Simple Yet Efficient Convolution Algorithm With Flexibly Controlled Memory Overhead. - Anton Trusov; Elena Limonova; Dmitry P. Nikolaev; Vladimir V. Arlazarov (IEEE Access, 2021)

Efficient Implementation of Fast Hough Transform Using CPCA Coprocessor. - F. A. Anikeev; G. O. Raiko; Elena Limonova; Mikhail A. Aliev; Dmitry P. Nikolaev (Program. Comput. Softw., 2021)

Fast matrix multiplication for binary and ternary CNNs on ARM CPU. - Anton Trusov; Elena Limonova; Dmitry P. Nikolaev; Vladimir V. Arlazarov (ICPR, 2022)

Quantization method for bipolar morphological neural networks. - Elena Limonova; Michael Zingerenko; Dmitry Nikolaev 001; Vladimir V. Arlazarov (ICMV, 2023)

Training of binary neural network models using continuous approximation. - Dmitrij Pavliuchenkov; Anton Trusov; Elena Limonova (ICMV, 2023)

FARA: fast and accurate RFDoc descriptor approximation. - Artem Sher; Anton Trusov; Mikhail Maksimenko; Nikita Arlazarov; Elena Limonova (ICMV, 2023)

Bipolar morphological YOLO network for object detection. - Michael Zingerenko; Elena Limonova (ICMV, 2023)

Memory Efficient Local Features Descriptor for Identity Document Detection on Mobile and Embedded Devices. - Daniil P. Matalov; Elena Limonova; Natalya S. Skoryukina; Vladimir V. Arlazarov (IEEE Access, 2023)

PESAC, the Generalized Framework for RANSAC-Based Methods on SIMD Computing Platforms. - Ekaterina O. Rybakova; Anton Trusov; Elena Limonova; Natalya S. Skoryukina; Konstantin B. Bulatov; Dmitry P. Nikolaev (IEEE Access, 2023)

Fast Computation of RFD-Like Descriptors in Four Orientations. - Anton Trusov; Elena Limonova; Vladimir V. Arlazarov (IEEE Access, 2023)

Unfolder: Fast localization and image rectification of a document with a crease from folding in half. - Aleksandr M. Ershov; Daniil V. Tropin; Elena Limonova; Dmitry P. Nikolaev; Vladimir V. Arlazarov (CoRR, 2023)

Generalizing the Brady-Yong Algorithm: Efficient Fast Hough Transform for Arbitrary Image Sizes. - Danil D. Kazimirov; Ekaterina O. Rybakova; Vitalii V. Gulevskii; Arseniy P. Terekhin; Elena Limonova; Dmitry P. Nikolaev (IEEE Access, 2025)

Template-based text field segmentation for ID documents using dynamic squeezeboxes packing. - Michael Zingerenko; Elena Limonova; Vladimir V. Arlazarov (Multim. Tools Appl., 2025)