利用多粒度视觉特征来对人类眼睛的视网膜层进行细分

Xiang He1,2, Yiming Wang3, Fabio Poiesi3

  • 1School of Mechanical Engineering, Shandong University, Jinan, China.

概括

准确的视网膜层细分有助于早期发现眼睛疾病. 新的ConvNeXt网络采用了全新的注意力模块和多尺度结构,实现了最先进的结果,在新数据集上表现优于现有方法.

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Anatomy of the Eyeball01:20

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The eye is a spherical, hollow structure composed of three tissue layers. The outer layer — the fibrous tunic, comprises the sclera — a white structure — and the cornea, which is transparent. The sclera encompasses some of the ocular surface, most of which is not visible. However, the 'white of the eye' is distinctively visible in humans compared to other species. The cornea, a clear covering at the front of the eye, enables light penetration. The eye's middle...
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Visual System01:26

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Light enters the eye through the cornea, a transparent, dome-shaped surface covering the surface of the eyeball that helps to direct and focus incoming light. This light is then channeled toward the pupil, an adjustable opening whose size is controlled by the iris. The iris, a pigmented muscle, regulates the amount of light entering the eye by contracting or dilating the pupil, thereby ensuring optimal light levels for clear vision.
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