Methods for investigating the local spatial anisotropy and the preferred orientation of cones in adaptive optics retinal images.

IF 1.1 4区 医学 Q4 NEUROSCIENCES Visual Neuroscience Pub Date : 2016-01-01 DOI:10.1017/S0952523816000018
Robert F Cooper, Marco Lombardo, Joseph Carroll, Kenneth R Sloan, Giuseppe Lombardo
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Abstract

The ability to noninvasively image the cone photoreceptor mosaic holds significant potential as a diagnostic for retinal disease. Central to the realization of this potential is the development of sensitive metrics for characterizing the organization of the mosaic. Here we evaluated previously-described and newly-developed (Fourier- and Radon-based) methods of measuring cone orientation in simulated and real images of the parafoveal cone mosaic. The proposed algorithms correlated well across both simulated and real mosaics, suggesting that each algorithm provides an accurate description of photoreceptor orientation. Despite high agreement between algorithms, each performed differently in response to image intensity variation and cone coordinate jitter. The integration property of the Fourier transform allowed the Fourier-based method to be resistant to cone coordinate jitter and perform the most robustly of all three algorithms. Conversely, when there is good image quality but unreliable cone identification, the Radon algorithm performed best. Finally, in cases where the cone coordinate reliability was excellent, the method previously described by Pum and colleagues performed best. These descriptors are complementary to conventional descriptive metrics of the cone mosaic, such as cell density and spacing, and have the potential to aid in the detection of photoreceptor pathology.

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研究自适应光学视网膜图像中锥体的局部空间各向异性和优先方向的方法。
对锥体感光器镶嵌体进行无创成像的能力具有诊断视网膜疾病的巨大潜力。实现这一潜力的关键在于开发灵敏的指标来描述镶嵌组织的特征。在这里,我们评估了以前描述的和新开发的(基于傅立叶和拉顿)在视网膜旁锥体镶嵌的模拟和真实图像中测量锥体方向的方法。所提出的算法在模拟和真实镶嵌图像中都有很好的相关性,这表明每种算法都能准确描述感光体的方向。尽管算法之间的一致性很高,但每种算法在应对图像强度变化和视锥坐标抖动时的表现却不尽相同。傅立叶变换的积分特性使基于傅立叶的方法能够抵御锥体坐标抖动,在所有三种算法中表现最为稳健。相反,当图像质量较好但锥体识别不可靠时,Radon 算法表现最佳。最后,在锥体坐标可靠性极佳的情况下,Pum 及其同事之前描述的方法表现最佳。这些描述指标与传统的锥体镶嵌描述指标(如细胞密度和间距)相辅相成,有望帮助检测光感受器病变。
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来源期刊
Visual Neuroscience
Visual Neuroscience 医学-神经科学
CiteScore
2.20
自引率
5.30%
发文量
8
审稿时长
>12 weeks
期刊介绍: Visual Neuroscience is an international journal devoted to the publication of experimental and theoretical research on biological mechanisms of vision. A major goal of publication is to bring together in one journal a broad range of studies that reflect the diversity and originality of all aspects of neuroscience research relating to the visual system. Contributions may address molecular, cellular or systems-level processes in either vertebrate or invertebrate species. The journal publishes work based on a wide range of technical approaches, including molecular genetics, anatomy, physiology, psychophysics and imaging, and utilizing comparative, developmental, theoretical or computational approaches to understand the biology of vision and visuo-motor control. The journal also publishes research seeking to understand disorders of the visual system and strategies for restoring vision. Studies based exclusively on clinical, psychophysiological or behavioral data are welcomed, provided that they address questions concerning neural mechanisms of vision or provide insight into visual dysfunction.
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