Welcome to the InfoSci Platform
Probabilistic Nodes Combination (PNC): Formulas and Examples

Probabilistic Nodes Combination (PNC): Formulas and Examples

Copyright: © 2017 |Pages: 43
ISBN13: 9781522525318|ISBN10: 1522525319|EISBN13: 9781522525325
DOI: 10.4018/978-1-5225-2531-8.ch002
Cite Chapter Cite Chapter

MLA

Dariusz Jacek Jakóbczak. "Probabilistic Nodes Combination (PNC): Formulas and Examples." Probabilistic Nodes Combination (PNC) for Object Modeling and Contour Reconstruction, IGI Global, 2017, pp.44-86. https://doi.org/10.4018/978-1-5225-2531-8.ch002

APA

D. Jakóbczak (2017). Probabilistic Nodes Combination (PNC): Formulas and Examples. IGI Global. https://doi.org/10.4018/978-1-5225-2531-8.ch002

Chicago

Dariusz Jacek Jakóbczak. "Probabilistic Nodes Combination (PNC): Formulas and Examples." In Probabilistic Nodes Combination (PNC) for Object Modeling and Contour Reconstruction. Hershey, PA: IGI Global, 2017. https://doi.org/10.4018/978-1-5225-2531-8.ch002

Export Reference

Mendeley
Favorite

Abstract

The method of Probabilistic Nodes Combination (PNC) enables interpolation and modeling of two-dimensional curves using nodes combinations and different coefficients ?: polynomial, sinusoidal, cosinusoidal, tangent, cotangent, logarithmic, exponential, arc sin, arc cos, arc tan, arc cot or power function, also inverse functions. This probabilistic view is novel approach a problem of modeling and interpolation. Computer vision and pattern recognition are interested in appropriate methods of shape representation and curve modeling. PNC method represents the possibilities of shape reconstruction and curve interpolation via the choice of nodes combination and probability distribution function for interpolated points. It seems to be quite new look at the problem of contour representation and curve modeling in artificial intelligence and computer vision. Function for ? calculations is chosen individually at each curve modeling and it is treated as probability distribution function: ? depends on initial requirements and curve specifications.

Request Access

You do not own this content. Please login to recommend this title to your institution's librarian or purchase it from the IGI Global bookstore.