Sökning: "Tobias Sundman"

Hittade 1 uppsats innehållade orden Tobias Sundman.

  1. 1. Noise Reduction in Flash X-ray Imaging Using Deep Learning

    Uppsats för yrkesexamina på avancerad nivå, Uppsala universitet/Avdelningen för beräkningsvetenskap

    Författare :Tobias Sundman; [2018]
    Nyckelord :flash x-ray imaging; machine learning; deep learning; neural network; locally connected layer; autoencoder; LCLS; GPU; tensorflow; python; U-Net; free electron laser; selu; scaled exponential linear unit; diffraction; simulation; residual; concatenation;

    Sammanfattning : Recent improvements in deep learning architectures, combined with the strength of modern computing hardware such as graphics processing units, has lead to significant results in the field of image analysis. In this thesis work, locally connected architectures are employed to reduce noise in flash X-ray diffraction images. LÄS MER