Lysak Y. Improvement of mathematical models and optimization methods in the image matching tasks.

Українська версія

Thesis for the degree of Candidate of Sciences (CSc)

State registration number

0411U001177

Applicant for

Specialization

  • 01.05.02 - Математичне моделювання та обчислювальні методи

04-03-2011

Specialized Academic Board

Д 35.052.05

Lviv Polytechnic National University

Essay

The thesis is dedicated to improvement of mathematical models and optimization methods of cost function in the image matching task. Mathematical models incorporate information about colluded pixels on the stereo image. New terms and algorithm for iterative computing of optimal parameters of regularizations are proposed. The algorithm alternates between estimating parameters from the current stereo images and estimating disparities using the current parameters.

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