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Fast computation of 3D Tchebichef moments for higher orders
by
Camacho-Bello, César
, Rivera-Lopez, J. Saúl
, Vargas-Vargas, Horlando
, Escamilla-Noriega, Alicia
in
Algorithms
/ Computation
/ Computer Graphics
/ Computer Science
/ Image Processing and Computer Vision
/ Linear algebra
/ Multimedia Information Systems
/ Original Research Paper
/ Pattern Recognition
/ Polynomials
/ Signal,Image and Speech Processing
/ Tensors
/ Three dimensional imaging
2022
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Fast computation of 3D Tchebichef moments for higher orders
by
Camacho-Bello, César
, Rivera-Lopez, J. Saúl
, Vargas-Vargas, Horlando
, Escamilla-Noriega, Alicia
in
Algorithms
/ Computation
/ Computer Graphics
/ Computer Science
/ Image Processing and Computer Vision
/ Linear algebra
/ Multimedia Information Systems
/ Original Research Paper
/ Pattern Recognition
/ Polynomials
/ Signal,Image and Speech Processing
/ Tensors
/ Three dimensional imaging
2022
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Do you wish to request the book?
Fast computation of 3D Tchebichef moments for higher orders
by
Camacho-Bello, César
, Rivera-Lopez, J. Saúl
, Vargas-Vargas, Horlando
, Escamilla-Noriega, Alicia
in
Algorithms
/ Computation
/ Computer Graphics
/ Computer Science
/ Image Processing and Computer Vision
/ Linear algebra
/ Multimedia Information Systems
/ Original Research Paper
/ Pattern Recognition
/ Polynomials
/ Signal,Image and Speech Processing
/ Tensors
/ Three dimensional imaging
2022
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Fast computation of 3D Tchebichef moments for higher orders
Journal Article
Fast computation of 3D Tchebichef moments for higher orders
2022
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Overview
This article proposes a new method for the fast and efficient calculation of 3D Tchebichef moments,which are an essential tool for the characterization and analysis of 3D objects. This method integrates the Kronecker tensor product to the computation of 3D Tchebichef moments for higher orders with the advantage of being parallelizable. The experimental results clearly show the benefits and efficacy of the proposed method compared to existing methods.
Publisher
Springer Berlin Heidelberg,Springer Nature B.V
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