Deep Hough Voting for 3D Object Detection in Point Clouds

    International Conference on Computer Vision, pp. 9277-9286, 2019.

    Cited by: 63|Bibtex|Views114|Links
    EI

    Abstract:

    Current 3D object detection methods are heavily influenced by 2D detectors. In order to leverage architectures in 2D detectors, they often convert 3D point clouds to regular grids (i.e., to voxel grids or to birdu0027s eye view images), or rely on detection in 2D images to propose 3D boxes. Few works have attempted to directly detect obje...More

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