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The Limits of Shape Recognition following Late Emergence from Blindness

机译:失明后期出现后形状识别的极限

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摘要

Visual object recognition develops during the first years of life [1]. But what if one is deprived of vision during early post-natal development? Shape information is extracted using both low-level cues (e.g., intensity- or color-based contours) and more complex algorithms that are largely based on inference assumptions (e.g., illumination is from above, objects are often partially occluded) [2]. Previous studies, testing visual acuity using a 2D shape-identification task (Lea symbols), indicate that contour-based shape recognition can improve with visual experience, even after years of visual deprivation from birth [3]. We hypothesized that this may generalize to other low-level cues (shape, size, and color), but not to mid-level functions (e.g., 3D shape from shading) that might require prior visual knowledge. To that end, we studied a unique group of subjects in Ethiopia that suffered from an early manifestation of dense bilateral cataracts and were surgically treated only years later. Our results suggest that the newly sighted rapidly acquire the ability to recognize an odd element within an array, on the basis of color, size, or shape differences. However, they are generally unable to find the odd shape on the basis of illusory contours, shading, or occlusion relationships. Little recovery of these mid-level functions is seen within 1 year post-operation. We find that visual performance using low-level cues is relatively robust to prolonged deprivation from birth. However, the use of pictorial depth cues to infer 3D structure from the 2D retinal image is highly susceptible to early and prolonged visual deprivation.
机译:视觉对象识别在生命的最初几年发展[1]。但是,如果一个人在产后早期发育过程中失去视力怎么办?形状信息是使用低级提示(例如,基于强度或颜色的轮廓)和更复杂的算法(主要基于推理假设)提取的(例如,照明来自上方,物体通常被部分遮挡)[2]。先前的研究使用2D形状识别任务(Lea符号)测试视敏度,表明基于轮廓的形状识别可以随着视觉体验而改善,即使在出生后多年视力丧失之后也是如此[3]。我们假设这可能会推广到其他低级提示(形状,大小和颜色),但不会推广到可能需要先验视觉知识的中级功能(例如,阴影产生的3D形状)。为此,我们在埃塞俄比亚研究了一组独特的受试者,这些受试者患有密集的双眼白内障的早期表现,仅在数年后进行了手术治疗。我们的结果表明,新发现的人可以根据颜色,大小或形状差异迅速获得识别数组中奇数元素的能力。但是,他们通常无法根据虚幻的轮廓,阴影或遮挡关系找到奇数形状。术后一年内,这些中级功能几乎没有恢复。我们发现,使用低级提示的视觉表现对于长期剥夺出生而言是相对稳健的。但是,使用图片深度提示从2D视网膜图像推断3D结构非常容易导致早期和长期的视觉剥夺。

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