Essays about: "Tobias Sundman"

Found 1 essay containing the words Tobias Sundman.

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

    University essay from Uppsala universitet/Avdelningen för beräkningsvetenskap

    Author : Tobias Sundman; [2018]
    Keywords : 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;

    Abstract : 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. READ MORE