MONITORING OF DYNAMIC OBJECTS ON A 2D OCCUPANCY MAP USING NEURAL NETWORKS AND MULTIMODAL DATA

The paper deals with the construction of dynamic occupancy maps, where the grid cell can contain not only information about the presence or absence of an obstacle, but also information about its velocity. We propose a multimodal approach to constructing 2D dynamic occupancy maps from LiDAR point clo...

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Bibliographic Details
Main Authors: A. S. Krishtopik, D. A. Yudin
Format: Article
Language:English
Published: Copernicus Publications 2023-05-01
Series:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:https://isprs-archives.copernicus.org/articles/XLVIII-2-W3-2023/137/2023/isprs-archives-XLVIII-2-W3-2023-137-2023.pdf