• Image matching and image super-resolution via deep learning 

    Bui, Giang D. (University of Missouri--Columbia, 2018)
    The advancement of 3D depth sensors, such as LIDAR (Light Detection And Ranging) scanners, has provided an effective alternative to traditional CAD-based and image-based approaches for 3D modeling. The output of the 3D ...
  • Machine learning methods for 3D object classification and segmentation 

    Le, Truc Duc (University of Missouri--Columbia, 2018)
    Object understanding is a fundamental problem in computer vision and it has been extensively researched in recent years thanks to the availability of powerful GPUs and labelled data, especially in the context of images. ...