Научные руководители
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Беляев Евгений АлександровичPhD, науки eabelyaev@itmo.ru Структурное подразделение: факультет информационных технологий и программирования Должность: доцент (квалификационная категория "ординарный доцент") Профиль: 2.2.15. - Системы, сети и устройства телекоммуникаций 1.2.1. - Искусственный интеллект и машинное обучение Область интересов: Теория информации. Кодирование источников. Сжатие данных, изображений и видеоинформации. / Системы, сети и устройства телекоммуникаций. Рабочий язык: Английский, Русский |
Публикации руководителя
| Выходные данные | Год | Индексирование в БД |
| Подцепко И.С., Беляев Е.А. Транскодирование JPEG-изображений при помощи нейросетевого предсказания коэффициентов ДКП // V Международная конференция по нейронным сетям и нейротехнологиям (NeuroNT'2024): сборник докладов -2024. - С. 12-16 | 2024 | РИНЦ |
| Belyaev E. Compressive Sensed Video Recovery Using Iterative Thresholding with Quality Enhancing Neural Networks//2024 26th International Conference on Digital Signal Processing and its Applications, DSPA, 2024, pp. 1-6 | 2024 | Scopus, Web of Science |
| Belyaev E., Kai L. An Adaptive Binary rANS With Probability Estimation in Reverse Order//IEEE Signal Processing Letters, 2023, Vol. 30, pp. 1487-1491 | 2023 | Scopus, Web of Science, Белый список |
| Belyaev E. An Efficient Compressive Sensed Video Codec with Inter-Frame Decoding and Low-Complexity Intra-Frame Encoding//Sensors, 2023, Vol. 23, No. 3, pp. 1368 | 2023 | Scopus, Web of Science, Белый список |
| Trofimiuk G., Belyaev E., Trifonov P. Distributed Video Coding Based on Polar Codes//IEEE Communications Letters, 2023, Vol. 27, No. 3, pp. 778-781 | 2023 | Scopus, Web of Science, Белый список |
| Ding C., Wen S., Ding W., Liu K., Belyaev E. Temporal segment graph convolutional networks for skeleton-based action recognition//Engineering Applications of Artificial Intelligence, 2022, Vol. 110, pp. 104675 | 2022 | Scopus, Web of Science |
| Li G., Liu K., Ding C., Ding W., Belyaev E.A., Cheng F. A New Method for Mapping Active Joint Locations of Skeletons to Pre-Shape Space for Action Recognition//International Journal of Pattern Recognition and Artificial Intelligence, 2021, Vol. 35, No. 3, pp. 2150009 | 2021 | Scopus, Web of Science |
| Ding C.Y., Liu K., Korhonen J., Belyaev E. Spatio-Temporal Difference Descriptor for Skeleton-Based Action Recognition//35th AAAI Conference on Artificial Intelligence, AAAI 2021, 2021, Vol. 35, pp. 1227-1235 | 2021 | Scopus, Web of Science |
| Ding C., Liu K., Cheng F., Belyaev E.A. Spatio-temporal attention on manifold space for 3D human action recognition//Applied Intelligence, 2021, Vol. 51, No. 1, pp. 560-570 | 2021 | Scopus, Web of Science |
| Belyaev E. Fast Decoding and Parameters Selection for CS-JPEG Video Codec//23rd IEEE International Workshop on Multimedia Signal Processing, MMSP 2021, 2021, pp. 1-6 | 2021 | Scopus, Web of Science |
| Georgiev M., Belyaev E.A., Gotchev A. A General Framework for Depth Compression and Multi-Sensor Fusion in Asymmetric View-Plus-Depth 3D Representation//IEEE Access, 2020, Vol. 8, pp. 97516-97528 | 2020 | Scopus, Web of Science |
| Belyaev E.A., Bie L., Korhonen J. Motion JPEG Decoding via Iterative Thresholding and Motion-Compensated Deflickering//22nd IEEE International Workshop on Multimedia Signal Processing, MMSP 2020, 2020, pp. 9287147 | 2020 | Scopus, Web of Science |
| Yan L., Liu K., Belyaev E.A., Duan M. RTL3D: Real-time LIDAR-based 3D object detection with sparse CNN//IET Computer Vision, 2020, Vol. 14, No. 5, pp. 224-232 | 2020 | Scopus, Web of Science |
| Belyaev E.A., Codrenau M., Juntti M., Egiazarian K. Compressive sensed video recovery via iterative thresholding with random transforms//IET Image Processing, 2020, Vol. 14, No. 6, pp. 1187 – 1199 | 2020 | Scopus, Web of Science |
| Chen B., Liu K., Belyaev E.A. An Efficient Hardware Implementation of Multialphabet Adaptive Arithmetic Encoder Based on Generalized Virtual Sliding Window//IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2020, Vol. 28, No. 5, pp. 1326-1330 | 2020 | Scopus, Web of Science |
| Belyaev E. Fast Recovery of Compressive Sensed Images via Multiple Thresholding Operators//Proceedings of the 26th Conference of Open Innovations Association FRUCT, 2020, pp. 684-686 | 2020 | Scopus, Web of Science |
| Беляев Е.А. Восстановление изображений по неполным псеводослучайным измерениям при помощи итеративного применения пороговой функции // Интеллектуальные информационные системы: теория и практика: сборник научных трудов I Всероссийской научно-технической конференции (Курск, 20-22апреля 2020г.) -2020. - Т. Часть 1. - С. 15-21 | 2020 | РИНЦ |
| Belyaev E.A., Forchhammer S. Low-complexity open-loop coding of IDR infrared images having JPEG compatibility//Journal of Real-Time Image Processing, 2020, Vol. 17, No. 5, pp. 1547-1565 | 2020 | Scopus, Web of Science |
| Yan L., Liu K., Belyaev E.A. Revisiting Sparsity Invariant Convolution: A Network for Image Guided Depth Completion//IEEE Access, 2020, Vol. 8, pp. 126323-126332 | 2020 | Scopus, Web of Science |
| Belyaev E. Compressive sensed video coding having jpeg compatibility//2020 IEEE International Conference on Image Processing, ICIP 2020, 2020, pp. 1128-1132 | 2020 | Scopus, Web of Science |
| Belyaev E., Forchhammer S. An efficient storage of infrared video of drone inspections via iterative aerial map construction//IEEE Signal Processing Letters, 2019, Vol. 26, No. 8, pp. 1157-1161 | 2019 | Scopus, Web of Science |
| Liu K., Belyaev E.A., Li Y.S. A High Throughput JPEG2000 Entropy Decoding Unit Architecture//Journal of Signal Processing Systems, 2019, Vol. 91, No. 8, pp. 899-913 | 2019 | Scopus, Web of Science |
| Ding W., Liu K., Belyaev E., Cheng F. Tensor-based linear dynamical systems for action recognition from 3D skeletons//Pattern Recognition, 2018, Vol. 77, pp. 75-86 | 2018 | Scopus, Web of Science |
| Belyaev E., Forchhammer S. Drone HDR Infrared Video Coding via Aerial Map Prediction//25th IEEE International Conference on Image Processing (ICIP), 2018, pp. 1733-1736 | 2018 | Scopus, Web of Science |
| Сухов Т.М., Страхов С.Ю., Кочин Л.Б., Беляев Е.А. Применение и реализации принципа постоянной цветовой яркости в цифровых системах кодирования видеоинформации [Application and implementations of the principle of constant color luminance in digital video coding systems] // Труды СПИИРАН [SPIIRAS Proceedings] -2017. - № 5(54). - С. 84-105 | 2017 | Scopus, ВАК, РИНЦ |
| Belyaev E., Forchhammer S., Codrenau M. Error concealment for 3-D DWT based video codec using iterative thresholding//IEEE Communications Letters, 2017, Vol. 21, No. 8, pp. 1731–1734 | 2017 | Scopus, Web of Science |
| Belyaev E., Forchhammer S., Liu K. An adaptive multialphabet arithmetic coding based on generalized virtual sliding window//IEEE Signal Processing Letters, 2017, Vol. 24, No. 7, pp. 1034–1038 | 2017 | Scopus, Web of Science |