PhD Studentship in Pattern Recognition for GIS (ADAPT research centre Ireland)
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Rozenn Dahyot
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Mar 9, 2022, 9:24:22 PM3/9/22
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A 4 year PhD scholarship (€18,500 stipend per annum - non taxed) is available in Maynooth University as part of the SFI research centre ADAPT (Ireland).
The project: Machine learning based systems are allowing tremendous progress in applications such as remote sensing, mapping and 3D content creation. Knowing where things are and in what states with high precision in maps provide opportunities for assisting in essential services (e.g. infrastructure management) and help in building climate change resilience. The goal of this project is to develop methods for creating accurate maps by inferring accurate poses, shapes, states, absolute positions (e.g. geolocation), measurements for objects of interest (e.g. trees, road furniture, house) from multiple asynchronous heterogeneous data streams (e.g. current maps, aerial imagery, street views, lidar point cloud) for creating usable content for populating or updating maps (2D and 3D).