Published August 13, 2019 | Version v1
Journal article

A kernel-based method for fast and accurate computation of PHT in polar coordinates

  • 1. Zagazig University, Department of Information Technology, Faculty of Computers and Informatics (Egypt)
  • 2. Assiut University, Department of Mathematics, Faculty of Science (Egypt)

Description

A novel kernel-based method is proposed for fast, highly accurate and numerically stable computations of polar harmonic transforms (PHT) in polar coordinates. Euler formula is used to derive a novel trigonometric formula where the later one is used in the kernel generation. The simplified radial and angular kernels are used in efficient computation PHTs. The proposed method removes the numerical approximation errors involved in conventional methods and provides highly accurate PHTs coefficients which results in highly improved image reconstruction capabilities. Numerical experiments are performed where the results are compared with those of the recent existing methods. In addition to the tremendous reduction in computational times, the obtained results of the proposed method clearly show a significant improvement in rotational invariance.

Additional details

Identifiers

Publishing Information

Journal Title
Journal of Real-Time Image Processing (Internet)
Journal Volume
16
Journal Issue
4
Journal Page Range
p. 1235-1247
ISSN
1861-8219

INIS

Country of Publication
Germany
Country of Input or Organization
International Atomic Energy Agency (IAEA)
INIS RN
54111006
Subject category
S97: MATHEMATICAL METHODS AND COMPUTING;
Descriptors DEI
ERRORS; HARMONICS; IMAGE PROCESSING; IMAGES; ROTATIONAL INVARIANCE
Descriptors DEC
INVARIANCE PRINCIPLES; OSCILLATIONS; PROCESSING

Optional Information

Copyright
Copyright (c) 2016 Springer-Verlag Berlin Heidelberg