• 3D city scale reconstruction using wide area motion imagery 

    Viguier, Raphael (University of Missouri--Columbia, 2018)
    3D reconstruction is one of the most challenging but also most necessary part of computer vision. It is generally applied everywhere, from remote sensing to medical imaging and multimedia. Wide Area Motion Imagery is a ...
  • Applications of deep neural networks to protein structure prediction 

    Fang, Chao (Computer scientist) (University of Missouri--Columbia, 2018)
    Protein secondary structure, backbone torsion angle and other secondary structure features can provide useful information for protein 3D structure prediction and protein functions. Deep learning offers a new opportunity ...
  • 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 ...
  • KOLAM : human computer interfaces fro visual analytics in big data imagery 

    Haridas, Anoop (University of Missouri--Columbia, 2018)
    In the present day, we are faced with a deluge of disparate and dynamic information from multiple heterogeneous sources. Among these are the big data imagery datasets that are rapidly being generated via mature acquisition ...
  • 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. ...
  • Significance linked connected component analysis plus 

    Jiang, Xiaobo (University of Missouri--Columbia, 2018)
    An image coding algorithm, SLCCA Plus, is introduced in this dissertation. SLCCA Plus is a wavelet-based subband coding method. In wavelet-based subband coding, the input images will go through a wavelet transform and be ...
  • Virtual web for PageRank computing 

    Song, Bo, 1987- (University of Missouri--Columbia, 2018)
    The enormous size and fast-evolving nature of World-Wide-Web has been demanding an even more efficient PageRank updating algorithm. Web evolution may involve two kinds: (1) link structure modification; (2) page insertion/deletion. ...