Sökning: "Brusreducerande autoencoder"

Hittade 2 uppsatser innehållade orden Brusreducerande autoencoder.

  1. 1. Using a denoising autoencoder for localization : Denoising cellular-based wireless localization data

    Kandidat-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Alexander Danielsson; Edvard von Pfaler; [2021]
    Nyckelord :Autoencoder; Noise reduction; Neural network; Denoising autoencoder; Positioning data; Autoencoder; Brusreducering; Neurala nätverk; Brusreducerande autoencoder;

    Sammanfattning : A denoising autoencoder is a type of neural network which excels at removingnoise from noisy input data. In this project, a denoising autoencoder isoptimized for removing noise from mobile positioning data. The mobilepositioning data with noise is generated specifically for this project. LÄS MER

  3. 2. Post-processingof Monte Carlo calculated dose distributions

    Master-uppsats, KTH/Matematisk statistik

    Författare :Linn Öström; [2019]
    Nyckelord :;

    Sammanfattning : This Master Thesis focuses on denoising of Monte Carlo calculated dose distributions of radiosurgery treatment plans. The objective of this project is to implement a Denoising Autoencoder (DAE) and investigate its denoising performance when it has been trained on Monte Carlo calculated dose distributions generated with lower number of photon showers. LÄS MER