• Experimental Study of Random Projections Below the JL Limit 

    Ye, Xiuyi (University of Missouri--Columbia, 2015)
    Random projection is a method used to reduce dimensionality of desired objects with pair-wise distances preserved at a relatively high probability. The mathematical theory behind this is called the Johnson-Lindenstrauss ...
  • Multi-scale target detection based on morphological shared-weight neural network 

    Shen, Shuxian (University of Missouri--Columbia, 2017)
    Convolutional Neural Networks (CNN) are a popular neural network structure for image based applications. This thesis discusses an alternative network, the morphological shared-weight neural network (MSNN) for object ...