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Abstract
This project aims to develop a model to identify archeological sites (tumulus and hillforts) on LiDAR data through multiclass semantic segmentation. The data used is from the Alto-Minho region in the north of Portugal and was obtained within the scope of the ODYSSEY project. In this work, it was used a U-net model, that achieved a recall and precision of 64% and 94% (class-wise metrics), respectively, regarding the identification of hillforts, and was not able to identify any of the tumulus presented on the data.
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Details
1 Dep. of Eletronics, Telecommunications and Informatics, University of Aveiro , Portugal
2 Dep. of Eletronics, Telecommunications and Informatics, University of Aveiro , Portugal; IEETA / Department of Eletronics, Telecommunications and Informatics, University of Aveiro , Aveiro, Portugal