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How likely is it that one’s standing on a ridge? Probabilistic Ridges in Gaussian Random Fields

  • A method is developed for computing the local probability for the presence of a ridge in a Gaussian Random field.

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Author:Konstantin Krenz
Document Type:Bachelor's Thesis
Tag:Uncertainty quantification, Gaussian random fields, ridge, feature detection
MSC-Classification:60-XX PROBABILITY THEORY AND STOCHASTIC PROCESSES (For additional applications, see 11Kxx, 62-XX, 90-XX, 91-XX, 92-XX, 93-XX, 94-XX) / 60Dxx Geometric probability and stochastic geometry [See also 52A22, 53C65]
CCS-Classification:I. Computing Methodologies / I.5 PATTERN RECOGNITION
Granting Institution:Humboldt-Universität zu Berlin
Advisor:Hans-Christian Hege
Date of final exam:2016/02/04
Year of first publication:2016
Page Number:53
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