Browsing Theses and Dissertations (Statistics) by Supervisor "Fabris-Rotelli, Inger"

Browsing Theses and Dissertations (Statistics) by Supervisor "Fabris-Rotelli, Inger"

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  • Bayesian object classification in nanoimages 
    Haywood, Andries Stefan (University of Pretoria, 2017)
    In this mini-dissertation the importance of having an automated object classification procedure for classifying nanoparticles in nanoscale images (or referred to as nanoimages in this mini-dissertation) is discussed, and ...
  • Describing heterogeneity in spatial point processes 
    Kraamwinkel, Christine (University of Pretoria, 2017)
    In this mini-dissertation we briefly describe the context and development of spatial statistics, spatial sampling and point patterns. Thereafter spatial homogeneity is considered in detail. Before selecting an appropriate ...
  • A LULU noise removal algorithm for images using principal component analysis 
    Papavarnavas, Christine (University of Pretoria, 2018)
    There are various methods to efficiently denoise an image, one method is Principle Component Analysis (PCA). Classical PCA reduces the dimensionality of a dataset, transforming the original dataset to preserve only significant ...