DataFunTalk
May 9, 2019 · Artificial Intelligence
High‑Definition Maps and Localization for Autonomous Driving: Concepts, Pipeline, and Challenges
This article presents a comprehensive overview of high‑definition mapping for autonomous vehicles, covering topological and 3D grid maps, the data‑collection and processing pipeline, key challenges such as cost and scalability, and detailed discussions of SLAM, pose‑graph optimization, ICP, and multi‑sensor localization techniques.
3D grid mapHD mapICP
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