Remote Sensing, Free Full-Text
Por um escritor misterioso
Last updated 26 junho 2024
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This work presents a semi-automatic approach to the 3D reconstruction of Heritage-Building Information Models from point clouds based on machine learning techniques. The use of digital information systems leveraging on three-dimensional (3D) representations in architectural heritage documentation and analysis is ever increasing. For the creation of such repositories, reality-based surveying techniques, such as photogrammetry and laser scanning, allow the fast collection of reliable digital replicas of the study objects in the form of point clouds. Besides, their output is raw and unstructured, and the transition to intelligible and semantic 3D representations is still a scarcely automated and time-consuming process requiring considerable human intervention. More refined methods for 3D data interpretation of heritage point clouds are therefore sought after. In tackling these issues, the proposed approach relies on (i) the application of machine learning techniques to semantically label 3D heritage data by identification of relevant geometric, radiometric and intensity features, and (ii) the use of the annotated data to streamline the construction of Heritage-Building Information Modeling (H-BIM) systems, where purely geometric information derived from surveying is associated with semantic descriptors on heritage documentation and management. The “Grand-Ducal Cloister” dataset, related to the emblematic case study of the Pisa Charterhouse, is discussed.
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ISRO Free Online Courses with Certificate 2022:Enroll Now
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Remote Sensing and Image Interpretation by Lillesand, Thomas
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Remote sensing for agriculture and resource management - ScienceDirect
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Blog der Hauptbibliothek —
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Remote Sensing, Free Full-Text
Textbook Of Remote Sensing And Geographical Information Systems M
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SOLUTION: L laser remote sensing - Studypool
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Remote Sensing Data - Colaboratory
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Remote Sensing, Free Full-Text
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Evaluation of Drought Indices Based on Thermal Remote Sensing of
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12 Police Technologies That Are Transforming Law Enforcement
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PDF] Text Book of Remote Sensing and Geographical Information
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