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Kernel designs for efficient multiresolution edge detection and orientation estimation

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Wilson, Roland and Bhalerao, Abhir (1992) Kernel designs for efficient multiresolution edge detection and orientation estimation. IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 14 (Number 3). pp. 384-390. doi:10.1109/34.120332 ISSN 0162-8828.

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Official URL: http://dx.doi.org/10.1109/34.120332

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Abstract

This paper deals with the design of filter kernels having specified radial and angular frequency responses, based on combined optimization and frequency sampling. This is used to generate small radius lowpass and edge detection kernels for multiresolution pyramids. The performance of the new kernels in estimating orientation is shown to be significantly better than that of other commonly used pyramid kernels.

Item Type: Journal Article
Subjects: Q Science > QA Mathematics > QA76 Electronic computers. Computer science. Computer software
Divisions: Faculty of Science, Engineering and Medicine > Science > Computer Science
Library of Congress Subject Headings (LCSH): Image processing, Optical pattern recognition, Prediction theory
Journal or Publication Title: IEEE Transactions on Pattern Analysis and Machine Intelligence
Publisher: Institute of Electrical and Electronics Engineers
ISSN: 0162-8828
Official Date: March 1992
Dates:
DateEvent
March 1992Published
21 May 1990Completion
Volume: Volume 14
Number: Number 3
Number of Pages: 6
Page Range: pp. 384-390
DOI: 10.1109/34.120332
Status: Peer Reviewed
Publication Status: Published
Access rights to Published version: Restricted or Subscription Access
Date of first compliant deposit: 27 December 2015
Date of first compliant Open Access: 27 December 2015

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