Probabilistic Nodes Combination (PNC) for Object Modeling and Contour ReconstructionJakóbczak, Dariusz Jacek IGI Global, 2017 M03 24 - 312 pages Shape representation and reconstruction is a vital aspect of modern computer science applications. New modeling methods and techniques can significantly optimize these processes. Probabilistic Nodes Combination (PNC) for Object Modeling and Contour Reconstruction is an innovative reference source that examines the latest trends in 2D curve interpolation and modeling methodologies. Focusing on a range of pertinent topics such as 3D surface modeling, high-dimensional data, and numerical methods, this is an ideal publication for programmers, researchers, students, and practitioners interested in emerging methods in object modeling and contour reconstruction. |
Contents
| 1 | |
Probabilistic Nodes Combination PNC | 44 |
PNC in 2D Curve Modeling | 87 |
Contour Reconstruction | 132 |
PNC in 3D Surface Modeling | 178 |
PNC in 4D Object and MultiDimensional Data Modeling | 209 |
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Probabilistic Nodes Combination (PNC) for Object Modeling and Contour ... Dariusz Jacek Jakóbczak No preview available - 2017 |
Common terms and phrases
2D curve algorithms arc cot artificial intelligence beta distribution Bézier curves built by choice characteristic points chosen individually combination h combinations and different computer science computer vision continuous probability distribution cot or power cotangent curve fitting curve interpolation curve modeling data interpolation depends on initial discrete set Ekstrapolacja enables interpolation example feature vectors Features Combination PFC Figure function and nodes handwriting recognition handwritten Hurwitz-Radon Matrices IEEE Transactions image retrieval interpolated via nodes interpolation and extrapolation interpolation and modeling interpolation as handwriting interpolation nodes inverse functions Jakóbczak linear interpolation logarithmic Method of Hurwitz-Radon method of Probabilistic MHR method modeling via nodes N-dimensional probability distribution Nodes Combination PNC Numerical Methods OHR operators orthogonal Pattern Recognition PFC interpolation PFC method PNC modeling Poland polynomial interpolation possible the combination power function Probabilistic Features Combination Probabilistic Nodes Combination probability distribution function Proposed method Rekonstrukcja shape representation signature tangent węzłów writer identification