Title :
Optic Nerve Head Registration Via Hemispherical Surface and Volume Registration
Author :
Gibson, Eli ; Young, Mei ; Sarunic, Marinko V. ; Beg, Mirza Faisal
Author_Institution :
Sch. of Eng. Sci., Simon Fraser Univ., Burnaby, BC, Canada
Abstract :
We present an automated method for nonrigid registration of the optic nerve head (ONH) surfaces extracted from 3-D optical coherence tomography images to give a one-to-one correspondence between two ONH surfaces. This allows development of population-average ONH surfaces, pooling of morphometric data measured on ONH surfaces from multiple subjects into a single chosen template surface, and statistical analysis (cross sectional, or longitudinal, or both) in a common coordinate system. An application of this coordinate system to construct an average ONH shape across an illustrative dataset is demonstrated, and the impact of template selection is assessed.
Keywords :
eye; feature extraction; image registration; medical image processing; neurophysiology; optical tomography; statistical analysis; 3-D optical coherence tomography; automated method; common coordinate system; hemispherical surface registration; hemispherical volume registration; morphometry; nonrigid registration; optic nerve head; population-average ONH surfaces; statistical analysis; Image classification; image registration; shape analysis and statistics; Data Interpretation, Statistical; Humans; Image Processing, Computer-Assisted; Optic Disk; Tomography, Optical Coherence;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.2010.2060337