Essays about: "Multidimensional signal analysis"

Found 2 essays containing the words Multidimensional signal analysis.

  1. 1. Towards Deep Learning Accelerated Sparse Bayesian Frequency Estimation

    University essay from Lunds universitet/Matematisk statistik

    Author : Mika Persson; [2022]
    Keywords : Bayesian Statistics; Deep Learning; Frequency Estimation; Generative Adversarial Networks; Artificial Neural Networks; Statistical Modelling; Mathematics and Statistics;

    Abstract : The Discrete Fourier Transform is the simplest way to obtain the spectrum of a discrete complex signal. This thesis concerns the case when the signal is known to contain a small (unknown) number of frequencies, not limited to the discrete Fourier frequencies, embedded in complex Gaussian noise. READ MORE

  3. 2. Plant Condition Measurement from Spectral Reflectance Data

    University essay from Bildbehandling

    Author : Peter Johansson; [2010]
    Keywords : Leaf reflectance spectrum; Plant condition; PCA; PLS; MLR; CCA; Multidimensional signal analysis;

    Abstract : The thesis presents an investigation of the potential of measuring plant condition from hyperspectral reflectance data. To do this, some linear methods for embedding the high dimensional hyperspectral data and to perform regression to a plant condition space have been compared. READ MORE