Conference Proceedings

Third International Conference on Advances in Computing, Communication and Information Technology- CCIT 2015

The Method of Probabilistic Nodes Combination in 2D Information Reconstruction, Object Recognition and Modeling

Author(s) : DARIUSZ JACEK JAKOBCZAK

Abstract

Proposed method, called Probabilistic Nodes Combination (PNC), is the method of 2D curve modeling and handwriting identification by using the set of key points. Nodes are treated as characteristic points of signature or handwriting for modeling and writer recognition. Identification of handwritten letters or symbols need modeling and the model of each individual symbol or character is built by a choice of probability distribution function and nodes combination. PNC modeling via nodes combination and parameter γ as probability distribution function enables curve parameterization and interpolation for each specific letter or symbol. Two-dimensional curve is modeled and interpolated via nodes combination and different functions as continuous probability distribution functions: polynomial, sine, cosine, tangent, cotangent, logarithm, exponent, arc sin, arc cos, arc tan, arc cot or power function.

Conference Title : Third International Conference on Advances in Computing, Communication and Information Technology- CCIT 2015
Conference Date(s) : 26 - 27 May,2015
Place : Birmingham City University (City North Campus), Perry Barr, Birmingham B42 2SU, UNITED KINGDOM
No fo Author(s) : 1
DOI : 10.15224/978-1-63248-061-3-55
Page(s) : 93 - 98
Electronic ISBN : 978-1-63248-061-3
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