Optical Coherence Tomography Imaging: Automated Binarization of Choroid for Stromal-Luminal Analysis

被引:0
作者
Vupparaboina, Kiran Kumar [1 ,2 ]
Richhariya, Ashutosh [2 ]
Chhablani, Jay [2 ]
Jana, Soumya [1 ]
机构
[1] IIT Hyderabad, Dept Elect Engn, Telangana 502205, India
[2] LV Prasad Eye Inst, Hyderabad 500034, Telangana, India
来源
2016 INTERNATIONAL CONFERENCE ON SIGNAL AND INFORMATION PROCESSING (ICONSIP) | 2016年
关键词
Optical coherence tomography; Choroid; Stromal-luminal analysis; Exponential image enhancement; MACULAR DEGENERATION; THICKNESS; AGE; IMAGES; EYES;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Structural changes in the choroid, interspersed between the retina and sclera, could indicate various vision impairments. So far, choroidal thickness and volume measured from optical coherence tomography (OCT) scans of the rear part of the eye have found clinical applications. However, such gross measurements do not provide vasculature-specific information crucial in managing various chorioretinal diseases. To fill this gap, we propose an automated method of ratiometric quantification of choroidal vascular (luminal) and interstitial (stromal) regions. Specifically, our method removes idiosyncratic artefacts of OCT imaging including speckle noise, exponential dynamic range compression, and depth-dependent attenuation in a targetted manner using median filtering and exponential enhancement. The proposed method assumed significance as manual estimation of the desired ratio is infeasible in view of the inherently fine structure of many choroidal vessels. Further, our technique demonstrated vast superiority over existing protocol based on the generic ImageJ software in terms of quality. Moreover, unlike the existing protocol which is interactive, our method could be applied to high-throuput and volumetric analysis.
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页数:5
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