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Segmentation For Object-Based Image Analysis (OBIA) Using Tensorflow Framework
Annual Methodological Archive Research ReviewDeep learning is the ultimate breakthrough of artificial intelligence and it will change the world dramatically in this century. Various type of deep neural networks has been used to resolve challenging computer vision problems such as detection, localization, recognition and segmentation of objects in the wild.
null Muhammad Awais +3 more
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Landslide detection and characterization based on OBIA methodology and UAV photogrammetry
2021Modeling natural hazards in 3D space constitute a significant step for managing and planning our living environment. The creation of accurate maps is needed to document the impact of natural hazards such as landslides. Loss of life, natural resources or property transform landslide phenomenon to a natural disaster.
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Landslide detection and characterization based on OBIA methodology and UAV photogrammetry
2022Η μοντελοποίηση των φυσικών καταστροφών σε τρισδιάστατο χώρο αποτελεί ένα σημαντικό βήμα για την διαχείριση του οικοσυστήματος στο οποίο ζούμε. Η διαχείριση φυσικών καταστροφών όπως οι κατολισθήσεις απαιτούν σχεδιασμό και προγραμματισμό για την αποφυγή τραυματισμών και ανθρώπινων απωλειών.
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"Nei mesi di settembre e inizio ottobre 2022 l’Università degli Studi di Milano ha proseguito le indagini sul Monte Zara, località Is Obias, nel territorio comunale di Monastir (SU), effettuando la settima campagna di scavo in regime di concessione ministeriale.
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The potential of OBIA for SAR-based flood mapping
2018In our changing world, floods are a threat of increasing importance causing major fatalities and economic losses. Within this perspective, flood extent mapping is of great importance for both damage assessment and improving flood forecasts. While flood mapping through optical imagery is often hampered by the presence of clouds, Synthetic Aperture Radar
Landuyt, Lisa +3 more
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UAV Photogrammetry and OBIA Classification for Decay Mapping in Built Heritage
2025 IEEE International Workshop on Metrology for Living Environment (MetroLivEnv)One of the first steps in the development of BIM (Building Information Model) for existing structure is linked to the acquisition and mapping of decay information. Currently, the most widely used practice is visual inspection carried out by experts in the field an based on visual inspection, that requires significant effort in terms of time, human ...
Maria Alicandro +3 more
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The application of ResU-net and OBIA for landslide detection from multi-temporal Sentinel-2 images
Big Earth Data, 2023Omid Ghorbanzadeh +2 more
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