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相关概念视频

Visual Agnosia01:12

Visual Agnosia

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Visual agnosia is a condition characterized by the inability to recognize visually presented objects despite having normal vision. For instance, a person with visual agnosia can describe the shape and color of an object but cannot identify or name it. This impairment does not affect their visual field, acuity, color vision, brightness discrimination, language, or memory. An example of this condition in a social setting is someone at a dinner party asking for "that silver thing with a round...
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Depth Perception and Spatial Vision01:15

Depth Perception and Spatial Vision

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Depth perception is the ability to perceive objects three-dimensionally. It relies on two types of cues: binocular and monocular. Binocular cues depend on the combination of images from both eyes and how the eyes work together. Since the eyes are in slightly different positions, each eye captures a slightly different image. This disparity between images, known as binocular disparity, helps the brain interpret depth. When the brain compares these images, it determines the distance to an object.
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Prosopagnosia01:24

Prosopagnosia

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Prosopagnosia, also known as face blindness, is the inability to recognize faces. In severe cases, individuals with prosopagnosia may not recognize close family members, including parents and spouses, by their faces. For instance, someone with prosopagnosia might walk past their child in a crowd, only realizing their mistake upon noticing their child's distinctive backpack or favorite jacket. Prosopagnosia specifically impairs facial recognition, while the recognition of other objects or...
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Gestalt Principles of Perception01:21

Gestalt Principles of Perception

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Gestalt principles provide a framework for understanding how humans perceive objects as unified wholes within their context. These principles are essential in explaining the cognitive processes that make sense of complex visual stimuli by organizing them into coherent groups. One fundamental principle is proximity, which posits that objects located close to each other are perceived as a collective group. For instance, when dots are positioned near one another, the visual system interprets them...
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视障人士通过3D重建形状识别虚拟物体

Dapeng Chen, Hao Wu, Chenkai Li

    IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society
    |October 27, 2025
    PubMed
    概括

    本研究介绍了一个虚拟物体形状识别系统 (VOSRS),用于盲人或视力受损者 (BVI). 该系统使用改进的3D高斯斯分片 (3DGS) 和触觉染来通过触摸增强对象形状认知.

    科学领域:

    • 计算机视觉 计算机视觉
    • 人与计算机的交互
    • 辅助技术 辅助技术 辅助技术

    背景情况:

    • 三维 (3D) 重建技术为盲人或视力受损者 (BVI) 的物体感知提供了新的途径.
    • 现有的方法可能缺乏有效的认知学习所需的精度或触觉适用性.
    • 有需要的可访问的系统,利用现实的虚拟对象为BVI教育.

    研究的目的:

    • 开发和评估一个为BVI量身定制的虚拟物体形状识别系统 (VOSRS).
    • 通过交互式3D虚拟对象和触觉反来增强BVI的对象形状认知能力.
    • 为了提高BVI的3D对象重建的精度和触觉质量.

    主要方法:

    • 提议了一种改进的3D高斯分片 (3DGS) 方法,用于精确的3D对象重建,重点是减少文物和代时间.
    • 引入了一种网格提取技术,从3D高斯表示中生成光滑,无孔的3D网格模型,优化了触觉感知.
    • 开发了一个交互式系统,集成3D网状模型的触觉染,以实现持续的基于触摸的形状学习.

    主要成果:

    • 改进的3DGS方法证明了改进的重建质量,减少尖峰和文物,以及更快的处理.
    • 网状提取方法成功地产生了光滑的3D模型,适合连续的触摸感知,没有孔.

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  • 用户实验证实了VOSRS在使BVI能够通过力反来学习和识别虚拟对象形状方面的有效性.
  • 结论:

    • 通过与现实虚拟对象的触觉交互,VOSRS有效地为BVI促进对象形状的学习.
    • 先进的3D重建和触觉反的结合代表了BVI的辅助技术的重大进步.
    • 开发的系统和方法为改善BVI的认知能力和独立性提供了有希望的工具.