Thanks for a great Analytics and Data Summit 2019 event. We hope to see you next year Feb 25-27, 2020!
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Wednesday, March 13 • 10:05am - 10:30am
Analysis and Interpretation of 3D Point Clouds Based on Machine Learning

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Today, landscapes, cities, and infrastructure networks are commonly captured using LiDAR or image-based remote sensing technologies at regular intervals. The resulting 3D point clouds are digital twins of the captured sites and provide valuable information. Hence, 3D point clouds have become essential for a growing number of geo-spatial applications such as urban planning, environmental monitoring, and disaster management.
In this talk, we present techniques to manage, process, and analyze 3D point clouds. We discuss the potential of AI and demonstrate how a machine-learning-based interpretation can be used to classify data, derive semantics and create insights. We show how the Oracle Cloud Infrastructure with GPUs and Database Spatial and Graph allows for handling and processing of massive amounts of data. The implemented approach opens up new ways for the full potential of large-scale, dense, and time-variant point clouds as required by a growing number of applications and systems.

avatar for Rico Richter

Rico Richter

Dr., Hasso-Plattner-Institut / Uni Potsdam
Rico Richter has many years of experience in the development of complex processing, analysis and visualization techniques for 3D spatial data. He studied IT Systems Engineering at the Hasso Plattner Institute in Germany and has written his PhD thesis entitled “Concepts and Techniques... Read More →

Wednesday March 13, 2019 10:05am - 10:30am PDT
2-Rm 103