Essays about: "Style Transfer"

Showing result 1 - 5 of 45 essays containing the words Style Transfer.

  1. 1. Ultrasound neural style transfer using domain specific features

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Madelene Alanenpää; [2023]
    Keywords : ;

    Abstract : Ultrasound imaging is a widely used fast, low-cost, and non-invasive modality for monitoringfetal development during pregnancy and identifying potential problems or other injuries.However, interpreting the images may be difficult due to the noisy appearance and requiresextensive training of sonographers. READ MORE

  3. 2. Quality enhancement of time-resolved computed tomography scans with cycleGAN

    University essay from Lunds universitet/Synkrotronljusfysik; Lunds universitet/Fysiska institutionen

    Author : Johannes Stubbe; [2023]
    Keywords : carbon fibers; carbon fibres; microfibers; tomography; deep learning; cycleGAN; time-resolved tomography; Physics and Astronomy;

    Abstract : Time-resolved x-ray tomography enables us to dynamically and non-destructively study the interior of a specimen. The obtainable temporal resolution is limited by the x-ray flux and the desired spatial resolution. READ MORE

  4. 3. Domain Adaptation for Multi-Contrast Image Segmentation in Cardiac Magnetic Resonance Imaging

    University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)

    Author : Thomas Proudhon; [2023]
    Keywords : Cardiac Magnetic Resonance Imaging; Deep Learning; Domain Adaptation; Unsupervised Segmentation; Image-to-image Translation;

    Abstract : Accurate segmentation of the ventricles and myocardium on Cardiac Magnetic Resonance (CMR) images is crucial to assess the functioning of the heart or to diagnose patients suffering from myocardial infarction. However, the domain shift existing between the multiple sequences of CMR data prevents a deep learning model trained on a specific contrast to be used on a different sequence. READ MORE

  5. 4. Image Colorization Based on Deep Learning

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

    Author : Tao Deng; [2023]
    Keywords : Image colorization; Deep Learning; Convolutional Neural Network; Generative Adversarial Network; Färgläggning av bilder; djupinlärning; Konvolutionella Neurala Nätverk; Generativa Adversariella Nätverk;

    Abstract : With the development of artificial intelligence, there is a clear trend to combine computer technology with traditional industries. In recent years, with the development of digital media technology, many methods for coloring gray-scale images have been proposed. READ MORE

  6. 5. Att göra hinder till språng : en studie om tränares sätt att hantera elevers mentala hinder

    University essay from SLU/Dept. of Anatomy, Physiology and Biochemistry

    Author : Rebecca Ohlin; Thilde Sedenborg; [2023]
    Keywords : tränare; idrottspsykologi; ryttarutveckling; mental träning;

    Abstract : Då ridsporten i Sverige och metoderna för att utbilda ryttare förändrats avsevärt de senaste årtiondena har även kulturen kring undervisningen och den mentala inställningen förändrats. Tränarens roll idag inkluderar inte bara kunskap om ridning och hästar utan även god pedagogik och förmåga att undervisa olika individer. READ MORE