Essays about: "Karin Dammer"

Found 1 essay containing the words Karin Dammer.

  1. 1. Demosaising using a Convolutional Neural Network approach

    University essay from Lunds universitet/Matematik LTH

    Author : Karin Dammer; Ronja Grosz; [2017]
    Keywords : Convolutional neural networks; fully convolutional neural network; demosaicing; image sensor data; noise reduction; Mathematics and Statistics;

    Abstract : This thesis is about investigating the feasibility to use convolutional neural networks as a demosaicing approach. Three loss methods and different layer structures have been evaluated as well as changing different parameters and layers in the convolutional neural network to find which changes are beneficial to make a neural network perform demosaicing well. READ MORE