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Social and Behavioral Sciences Commons

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Anthropology

Portland State University

TREC Friday Seminar Series

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Deriving Lane-Level Insight From Gps Data: Innovations For Traffic & Autonomous Driving, James Fowe Apr 2019

Deriving Lane-Level Insight From Gps Data: Innovations For Traffic & Autonomous Driving, James Fowe

TREC Friday Seminar Series

With the on-going disruption of the transportation industry and rapid advancement in ITS technologies; emerging smart cities, navigation systems and autonomous transportation, the need for highly accurate geospatial localization has never been more crucial. These technologies demand that we have more granular location information of vehicles not just on a road, but to a specific lane on the road.

This presentation will give a pedagogical style summary and overview of some of the on-going research work at HERE Technologies and how we have pushed the state-of-the-art in lane-localization of noisy GPS probe data using novel Machine Learning Algorithms and how ...