Essays about: "Paulina Hensman"

Found 2 essays containing the words Paulina Hensman.

  1. 1. Intra-prediction for Video Coding with Neural Networks

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Paulina Hensman; [2018]
    Keywords : video coding; video compression; intra-prediction; ann; cnn; fcn; artificial neural networks; convolutional neural networks; fully connected networks; hevc; videokodning; videokomprimering; intra-prediktion; ann; cnn; fcn; hevc;

    Abstract : Intra-prediction is a method for coding standalone frames in video coding. Until now, this has mainly been done using linear formulae. Using an Artificial Neural Network (ANN) may improve the prediction accuracy, leading to improved coding efficiency. READ MORE

  3. 2. The Impact of Imbalanced Training Data for Convolutional Neural Networks

    University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)

    Author : David Masko; Paulina Hensman; [2015]
    Keywords : ;

    Abstract : This thesis empirically studies the impact of imbalanced training data on Convolutional Neural Network (CNN) performance in image classification. Images from the CIFAR-10 dataset, a set containing 60 000 images of 10 different classes, are used to create training sets with different distributions between the classes. READ MORE