Automated 3D Reconstruction and Segmentation from Optical Coherence Tomography

被引:0
|
作者
Eichel, Justin A. [1 ]
Bizheva, Kostadinka K. [2 ]
Clausi, David A. [1 ]
Fieguth, Paul W. [1 ]
机构
[1] Univ Waterloo, Dept Syst Design Engn, Waterloo, ON N2L 3G1, Canada
[2] Univ Waterloo, Dept Phys & Astron, Waterloo, ON N2L 3G1, Canada
来源
基金
加拿大自然科学与工程研究理事会;
关键词
OCT; UHROCT; cornea; non-invasive imaging; statistical modelling; segmentation; reconstruction; CONFOCAL MICROSCOPY; IMAGES; CORNEA;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Ultra-High Resolution Optical Coherence Tomography is a novel imaging technology that allows non-invasive, high speed, cellular resolution imaging of anatomical structures in the human eye, including the retina and the cornea. A three-dimensional study of the cornea, for example, requires the segmentation and mutual alignment of a large number of two-dimensional images. Such segmentation has, until now, only been undertaken by hand for individual two-dimensional images; this paper presents a method for automated segmentation, opening substantial opportunities for 3D corneal imaging and analysis, using many hundreds of 2D slices.
引用
收藏
页码:44 / +
页数:3
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