DocumentCode :
2999707
Title :
Generalised Hilbert Transforms for the Estimation of Growth Direction in Coral Cores
Author :
Marchant, Ross ; Jackway, Paul
fYear :
2011
fDate :
6-8 Dec. 2011
Firstpage :
660
Lastpage :
665
Abstract :
Measuring coral growth rate is essential for monitoring coral reef health, and part of the process involves directional analysis of x-ray images of coral sections. The monogenic signal is useful for this application as it represents an image in terms of intrinsically-1D feature type (phase), strength (amplitude) and orientation. At certain locations the monogenic signal may give orientation errors, however these can be resolved using higher order generalised Hilbert transforms. We follow this approach, but combine components using a double angle representation as well as the sign of the phase. The improved algorithm is then applied to estimation of growth direction in coral x-ray images. An objective estimation of major growth axis, growth band location, and off axis extension compensation is now possible, and shows the usefulness of 2D analytic signal based image analysis.
Keywords :
Hilbert transforms; X-ray imaging; environmental monitoring (geophysics); estimation theory; geophysical image processing; 2D analytic signal based image analysis; coral cores; coral growth rate; coral reef health monitoring; coral sections; coral x-ray images; directional analysis; double angle representation; growth band location; growth direction estimation; higher order generalised Hilbert transforms; intrinsically-1D feature type; major growth axis; monogenic signal; objective estimation; off axis extension compensation; orientation errors; Density measurement; Electron tubes; Estimation; Image edge detection; Smoothing methods; Transforms; X-ray imaging;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Digital Image Computing Techniques and Applications (DICTA), 2011 International Conference on
Conference_Location :
Noosa, QLD
Print_ISBN :
978-1-4577-2006-2
Type :
conf
DOI :
10.1109/DICTA.2011.117
Filename :
6128737
Link To Document :
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