Fast Feature Map Pyramids for Hexagonal Image Structures

B Gardiner; SA Coleman; BW Scotney

doi:10.1109/IMVIP.2009.15

Fast Feature Map Pyramids for Hexagonal Image Structures

B Gardiner, SA Coleman, BW Scotney

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Citation (Scopus)

Abstract

Improving the computational efficiency of image processing tasks has become a dominant issue with the ultimate goal of real-time processing. One solution to improve efficiency is the use of a hexagonal image representation and we present an approach to feature extraction on hexagonal images using an edge map pyramid approach that further reduces the computational cost. The efficient performance of this approach is demonstrated by comparing run-times for obtaining edge maps by applying multi-scale operators directly to hexagonal images with the edge map pyramid approach.

Original language	English
Title of host publication	Unknown Host Publication
Pages	41-46
Number of pages	6
DOIs	https://doi.org/10.1109/IMVIP.2009.15
Publication status	Published (in print/issue) - Sept 2009
Event	International Machine Vision and Image Processing Conference (IMVIP 2009) - Dublin, Ireland Duration: 1 Sept 2009 → …

Conference

Conference	International Machine Vision and Image Processing Conference (IMVIP 2009)
Period	1/09/09 → …

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10.1109/IMVIP.2009.15

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title = "Fast Feature Map Pyramids for Hexagonal Image Structures",

abstract = "Improving the computational efficiency of image processing tasks has become a dominant issue with the ultimate goal of real-time processing. One solution to improve efficiency is the use of a hexagonal image representation and we present an approach to feature extraction on hexagonal images using an edge map pyramid approach that further reduces the computational cost. The efficient performance of this approach is demonstrated by comparing run-times for obtaining edge maps by applying multi-scale operators directly to hexagonal images with the edge map pyramid approach.",

author = "B Gardiner and SA Coleman and BW Scotney",

year = "2009",

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AB - Improving the computational efficiency of image processing tasks has become a dominant issue with the ultimate goal of real-time processing. One solution to improve efficiency is the use of a hexagonal image representation and we present an approach to feature extraction on hexagonal images using an edge map pyramid approach that further reduces the computational cost. The efficient performance of this approach is demonstrated by comparing run-times for obtaining edge maps by applying multi-scale operators directly to hexagonal images with the edge map pyramid approach.

UR - http://ieeexplore.ieee.org/xpl/RecentCon.jsp?punumber=5319272

U2 - 10.1109/IMVIP.2009.15

DO - 10.1109/IMVIP.2009.15

M3 - Conference contribution

SP - 41

EP - 46

BT - Unknown Host Publication

T2 - International Machine Vision and Image Processing Conference (IMVIP 2009)

Y2 - 1 September 2009

ER -

Fast Feature Map Pyramids for Hexagonal Image Structures

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