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Transformation from image-based to perceptual representation of materials along the human ventral visual pathway

机译:沿人类腹侧视觉通路从材料的基于图像的表示形式转变为可感知的表示形式

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Every object in the world has its own surface quality that is a reflection of the material from which the object is made. We can easily identify and categorize materials (wood, metal, fabric etc) at a glance, and this ability enables us to decide how to interact appropriately with these objects. Little is known, however, about how materials are represented in the brain, or how that representation is related to material perception or the physical properties of material surface. By combining multivoxel pattern analysis of functional magnetic resonance imaging data with perceptual and image-based physical measures of material properties, we found that the way visual information about materials is coded gradually changes from an image-based representation in early visual areas to a perceptual representation in the ventral higher-order visual areas. We suggest that meaningful information about multimodal aspects of real-world materials reside in the ventral cortex around the fusiform gyrus, where it can be utilized for categorization of materials.
机译:世界上的每个对象都有其自身的表面质量,这是对象制成材料的反映。我们可以一目了然地轻松识别和分类材料(木材,金属,织物等),这种能力使我们能够决定如何与这些物体适当地相互作用。但是,关于大脑中物质的表示方式或该表示方式与物质感知或物质表面的物理特性之间的关系知之甚少。通过将功能磁共振成像数据的多体素模式分析与材料特性的基于感知和基于图像的物理测量相结合,我们发现,有关材料的视觉信息的编码方式逐渐从早期视觉区域中的基于图像的表示变为感知的表示在腹侧高阶视觉区域。我们建议有关现实世界材料的多峰方面的有意义的信息驻留在梭状回周围的腹侧皮层,在那里可以将其用于材料的分类。

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