Please use this identifier to cite or link to this item:
https://elib.bsu.by/handle/123456789/291584| Title: | Robust S-Y-biLSTM object tracking method for on- road objects shoot from an unmanned aerial vehicle |
| Authors: | Tcherniavskaia, E.A. Saetchnikov, Ivan Skakun, Victor |
| Keywords: | ЭБ БГУ::ЕСТЕСТВЕННЫЕ И ТОЧНЫЕ НАУКИ::Физика |
| Issue Date: | 2022 |
| Citation: | This is a preprint of a conference proceedings published in IEEE 9th International Workshop on Metrology for AeroSpace |
| Abstract: | Abstract— being one of the most challenging tasks in computer vision dynamical object tracking problems have faced additional issues regarding the unmanned aerial vehicle. In particular, image degradation, uneven object intensity, variety in object sizes, etc. In this paper, we proposed the implementation of the S-Y-biLSTM technique for on-road object shooting from an unmanned aerial vehicle. The training and testing process of the proposed network was performed based on the dataset of on-road objects shouted at the height of 15-45 meters. |
| URI: | https://elib.bsu.by/handle/123456789/291584 |
| ISBN: | https://doi:10.1109/MetroAeroSpace54187.2022.9855900 |
| Licence: | info:eu-repo/semantics/openAccess |
| Appears in Collections: | Кафедра ядерной физики (статьи) |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| IEEE_preprint_Tcherniavskaia.pdf | 155,88 kB | Adobe PDF | View/Open |
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