Sökning: "Drivable surfaces"

Hittade 1 uppsats innehållade orden Drivable surfaces.

  1. 1. Terrain Classification to find Drivable Surfaces using Deep Neural Networks : Semantic segmentation for unstructured roads combined with the use of Gabor filters to determine drivable regions trained on a small dataset

    Master-uppsats, KTH/Robotik, perception och lärande, RPL

    Författare :Agneev Guin; [2018]
    Nyckelord :Semantic segmentation; Deep learning; Gabor filters; Drivable surfaces;

    Sammanfattning : Autonomous vehicles face various challenges under difficult terrain conditions such as marginally rural or back-country roads, due to the lack of lane information, road signs or traffic signals. In this thesis, we investigate a novel approach of using Deep Neural Networks (DNNs) to classify off-road surfaces into the types of terrains with the aim of supporting autonomous navigation in unstructured environments. LÄS MER