Wykaz obszarów badawczych związanych z tagiem Pokrycie-terenu:
| # | Obszar badawczy | Dziedzina naukowa |
|---|---|---|
| 1 |
The use of SAR radar images in land use/land cover classification in selected fields, including: topographic objects, built-up areas, farmlands, etc. The analysis of the suitability of selected types of SAR data in terms of e.g. spatial resolution and polarization. Investigation of the possibility of using SAR radar images to conduct geospatial analyzes such as population density, etc.
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| 2 |
The use of machine learning in the analysis and processing of remote sensing data, mainly optical and radar. In particular, the application of deep machine learning and transfer learning in selected areas related to computer vision. The main applications of the described processing and analysis are the classification of the content of satellite, aerial and terrestial imagery, as well as, in general, image recognition. The topi is related to the automation of remote sensing image processing, which is gaining importance with the development of remote sensing: an increase in the number of Earth observation satellites and of image data itself, as well as the increasing use of image data in various types of decision-making processes, analysis of time changes, climate monitoring, etc.
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