Journal of Applied & Computational Mathematics

Department of Computer Science & Informatics, Cardiff University, Cardiff, UK

Publications

• Mini Review   
  Statistics in Calculation and Computer Vision
  Author(s): Lucy Maybury*
  
  Statistical Inference on Random Fields in the IEEE Proceedings while looking for a topic for my Ph.D. dissertation. Methods for estimating parameters and testing hypotheses in two-dimensional non-causal models were the subject of this article. This paper led me to classic papers as well as a paper on parameter estimation in Gaussian Markov random field models. I was naturally drawn to the possibilities of using a mathematical statistical framework for computer vision problems because I had been exposed to fundamental concepts in parameter estimation, random processes, and decision theory as a student of electrical and computer engineering. My dissertation dealt with stochastic models for understanding and processing images. Since then, I have worked on computer vision problem-solving strategies based on mathematical statistics. Mathematical statistics tools are.. Read More»
  DOI: 10.37421/2168-9769.2022.11.503

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