| Resnet-like architecture with low hardware requirements E Limonova, D Alfonso, D Nikolaev, VV Arlazarov 2020 25th International Conference on Pattern Recognition (ICPR), 6204-6211, 2021 | 28 | 2021 |
| Fast implementation of 4-bit convolutional neural networks for mobile devices A Trusov, E Limonova, D Slugin, D Nikolaev, VV Arlazarov 2020 25th International Conference on Pattern Recognition (ICPR), 9897-9903, 2021 | 26 | 2021 |
| Improving neural network performance on simd architectures E Limonova, D Ilin, D Nikolaev Eighth International Conference on Machine Vision (ICMV 2015) 9875, 98750L, 2015 | 26 | 2015 |
| Convolutional Neural Network Structure Transformations for Complexity Reduction and Speed Improvement E Limonova, A Sheshkus, A Ivanova, D Nikolaev Pattern Recognition and Image Analysis 28 (1), 24-33, 2018 | 24 | 2018 |
| Fast integer approximations in convolutional neural networks using layer-by-layer training D Ilin, E Limonova, V Arlazarov, D Nikolaev Ninth International Conference on Machine Vision (ICMV 2016) 10341, 103410Q, 2017 | 23 | 2017 |
| Slant rectification in Russian passport OCR system using fast Hough transform E Limonova, P Bezmaternykh, D Nikolaev, V Arlazarov Ninth International Conference on Machine Vision (ICMV 2016) 10341, 103410P, 2017 | 21 | 2017 |
| Bipolar morphological neural networks: convolution without multiplication E Limonova, D Matveev, D Nikolaev, VV Arlazarov Twelfth International Conference on Machine Vision (ICMV 2019) 11433, 114333J, 2020 | 20 | 2020 |
| Bipolar Morphological Neural Networks: Gate-Efficient Architecture for Computer Vision EE Limonova, DM Alfonso, DP Nikolaev, VV Arlazarov IEEE Access 9, 97569-97581, 2021 | 18 | 2021 |
| Computational optimization of convolutional neural networks using separated filters architecture E Limonova, A Sheshkus, D Nikolaev International Journal of Applied Engineering Research 11 (11), 7491-7494, 2016 | 18 | 2016 |
| Combining convolutional neural networks and Hough Transform for classification of images containing lines A Sheshkus, E Limonova, D Nikolaev, V Krivtsov Ninth International Conference on Machine Vision (ICMV 2016) 10341, 103411C, 2017 | 15 | 2017 |
| p-im2col: Simple Yet Efficient Convolution Algorithm with Flexibly Controlled Memory Overhead AV Trusov, EE Limonova, DP Nikolaev, VV Arlazarov IEEE Access, 2021 | 14 | 2021 |
| The analysis of projective transformation algorithms for image recognition on mobile devices A Trusov, E Limonova Twelfth International Conference on Machine Vision (ICMV 2019) 11433, 114330Y, 2020 | 14 | 2020 |
| Special aspects of matrix operation implementations for low-precision neural network model on the elbrus platform EE Limonova, MI Neimanzade, VL Arlazarov Вестник Южно-Уральского государственного университета. Серия …, 2020 | 9 | 2020 |
| RFDoc: Memory Efficient Local Descriptors for ID Documents Localization and Classification D Matalov, E Limonova, N Skoryukina, VV Arlazarov International Conference on Document Analysis and Recognition, 209-224, 2021 | 8 | 2021 |
| Bipolar morphological U-Net for document binarization E Limonova, D Nikolaev, V Arlazarov Thirteenth International Conference on Machine Vision 11605, 116050P, 2021 | 8 | 2021 |
| On a Fast Hough/Radon Transform as a Compact Summation Scheme over Digital Straight Line Segments D Nikolaev, E Ershov, A Kroshnin, E Limonova, A Mukovozov, ... Mathematics 11 (15), 3336, 2023 | 7 | 2023 |
| Neuron-by-Neuron Quantization for Efficient Low-Bit QNN Training A Sher, A Trusov, E Limonova, D Nikolaev, VV Arlazarov Mathematics 11 (9), 2112, 2023 | 7 | 2023 |
| A Method of Image Quality Assessment for Text Recognition on Camera-Captured and Projectively Distorted Documents J Shemiakina, E Limonova, N Skoryukina, VV Arlazarov, DP Nikolaev Mathematics 9 (17), 2155, 2021 | 7 | 2021 |
| Trainable Siamese keypoint descriptors for real-time applications FA Fedorenko, AA Ivanova, EE Limonova, IA Konovalenko 2016 International Conference on Robotics and Machine Vision 10253, 1025306, 2017 | 7 | 2017 |
| Fast implementation of morphological filtering using arm neon extension E Limonova, A Terekhin, D Nikolaev, V Arlazarov Int. J. Appl. Eng. Res 11 (24), 11675-11680, 2016 | 7 | 2016 |
