E-mail: vlad.shakhuro@graphics.cs.msu.ru
Research Interests:
- object recognition in images
- generating synthetic training data for computer vision algorithms
- generative neural networks
Vlad Shakhuro is a junior researcher in Graphics & Media Lab, Faculty of Computational Mathematics and Cybernetics, Lomonosov Moscow State University. He is also a lecturer in Computer vision course in MSU, Yandex school for data analysis and National Research University Higher School of Economics.
He received his PhD in Computer Science from National Research University Higher School of Economics in 2021.
PhD Thesis: Rare traffic sign recognition using synthetic training data
Projects
Traffic sign recognition with synthetic datasets
Recent Publications
- Data Distillation for Traffic Sign Detection. A. Popov, V. Shakhuro, A. Konushin. Proceedings of the 30th International Conference on Computer Graphics and Machine Vision, 2020
- Классификация редких дорожных знаков. Б. Фаизов, В. Шахуро, В. Санжаров, А. Конушин. Компьютерная оптика, 2020
- Rare traffic sign recognition using synthetic training data. V. Shakhuro, B. Faizov, A. Konushin. ICVIP 2019: Proceedings of the 3rd International Conference on Video and Image Processing, 2019
- Deep probabilistic human pose estimation. P. Ilia, V. Shakhuro, A. Konushin. IET Computer Vision, 2018
- Синтез изображений дорожных знаков с помощью условных порождающих противоборствующих нейросетей. П. Хрушков, В. Шахуро, А. Конушин. Proceedings of the 28th International Conference on Computer Graphics and Vision GraphiCon'2018, 2018