Emergent cues underlying the perception of shape, colour, and material
Emergent cues underlying the perception of shape, colour, and material
批准号:
DP210102218
负责人:
Prof Barton Anderson
金额:
$25.67万
依托单位:
依托单位国家:
澳大利亚
项目类别:
Discovery Projects
财政年份:
2021
资助国家:
澳大利亚
项目状态:
已结题
起止时间:
2021-01-01 至 2024-12-31
中文摘要
这个项目的目标是识别视觉系统用来提取物体的三维结构和材料组成的信息。这个项目旨在对支持这些感知能力的信息产生高级理解,并促进我们对这些信息是如何从暴露在自然场景中学习的理解。这项工作的发现有望有助于我们对人类视觉系统的理解,并为推进深度神经网络(机器学习)的发展所需的信息提供洞察力,深度神经网络利用人类用来指导我们的行为和识别物体和材料的相同信息。
英文摘要
This goal of this project is to identify the information the visual system uses to extract the three-dimensional structure and material composition of objects. This project aims to generate an advanced understanding of the information that supports these perceptual abilities and to advance our understanding how this information is learned from exposure to natural scenes. The findings of this work are expected to benefit our understanding of the human visual system, and to provide insights into the information needed to advance the development of deep neural networks (machine learning) that exploit the same information used by humans to guide our behavior and recognize objects and materials.
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会议论文
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