| 2026 | SENSYS | Poster Abstract: Template-Based Document OCR for Edge Devices. | Anton Trusov, Elena Limonova, Alexander V. Gayer, Dmitry P. Nikolaev |
| 2023 | ICMV | Quantization method for bipolar morphological neural networks. | Elena Limonova, Michael Zingerenko, Dmitry Nikolaev, Vladimir V. Arlazarov |
| 2023 | ICMV | Training of binary neural network models using continuous approximation. | Dmitrij Pavliuchenkov, Anton Trusov, Elena Limonova |
| 2023 | ICMV | FARA: fast and accurate RFDoc descriptor approximation. | Artem Sher, Anton Trusov, Mikhail Maksimenko, Nikita Arlazarov, Elena Limonova |
| 2023 | ICMV | Bipolar morphological YOLO network for object detection. | Michael Zingerenko, Elena Limonova |
| 2022 | ICPR | Fast matrix multiplication for binary and ternary CNNs on ARM CPU. | Anton Trusov, Elena Limonova, Dmitry P. Nikolaev, Vladimir V. Arlazarov |
| 2021 | ICDAR | RFDoc: Memory Efficient Local Descriptors for ID Documents Localization and Classification. | Daniil Matalov, Elena Limonova, Natalya Skoryukina, Vladimir V. Arlazarov |
| 2020 | ICMV | Bipolar morphological U-Net for document binarization. | Elena Limonova, Dmitry Nikolaev, Vladimir V. Arlazarov |
| 2020 | ICMV | Almost indirect 8-bit convolution for QNNs. | Anton Trusov, Elena Limonova, Sergey A. Usilin |
| 2020 | ICPR | ResNet-like Architecture with Low Hardware Requirements. | Elena Limonova, Daniil Alfonso, Dmitry P. Nikolaev, Vladimir V. Arlazarov |
| 2020 | ICPR | Fast Implementation of 4-bit Convolutional Neural Networks for Mobile Devices. | Anton Trusov, Elena Limonova, Dmitry Slugin, Dmitry P. Nikolaev, Vladimir V. Arlazarov |
| 2019 | ICMV | Bipolar morphological neural networks: convolution without multiplication. | Elena Limonova, Daniil Matveev, Dmitry P. Nikolaev, Vladimir V. Arlazarov |
| 2019 | ICMV | The analysis of projective transformation algorithms for image recognition on mobile devices. | Anton Trusov, Elena Limonova |
| 2018 | ICMV | Fast Hamming distance computation for 2D art recognition on VLIW-architecture in case of Elbrus platform. | Elena Limonova, Natalya Skoryukina, Murad I. Neiman-zade |
| 2017 | ICMV | 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 |
| 2016 | ICMV | Fast integer approximations in convolutional neural networks using layer-by-layer training. | Dmitry Ilin, Elena Limonova, Vladimir V. Arlazarov, Dmitry P. Nikolaev |
| 2016 | ICMV | Slant rectification in Russian passport OCR system using fast Hough transform. | Elena Limonova, Pavel Bezmaternykh, Dmitry P. Nikolaev, Vladimir V. Arlazarov |
| 2016 | ICMV | Image deblurring in video stream based on two-level image model. | Arseniy Mukovozov, Dmitry P. Nikolaev, Elena Limonova |
| 2016 | ICMV | Combining convolutional neural networks and Hough Transform for classification of images containing lines. | Alexander Sheshkus, Elena Limonova, Dmitry P. Nikolaev, Valeriy E. Krivtsov |
| 2015 | ICMV | Improving neural network performance on SIMD architectures. | Elena Limonova, Dmitry Ilin, Dmitry P. Nikolaev |