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The empirical characteristics of human pattern vision defy theoretically-driven expectations.人类模式视觉的经验特征与理论驱动的预期相悖。
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4
Abstract shape representation in human visual perception.人眼视觉中的抽象形状表示。
J Exp Psychol Gen. 2018 Sep;147(9):1295-1308. doi: 10.1037/xge0000409. Epub 2018 Apr 9.
5
Seeing structure: Shape skeletons modulate perceived similarity.观察结构:形状骨架调节感知到的相似性。
Atten Percept Psychophys. 2018 Jul;80(5):1278-1289. doi: 10.3758/s13414-017-1457-8.
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Learning abstract visual concepts via probabilistic program induction in a Language of Thought.通过思维语言中的概率程序归纳学习抽象视觉概念。
Cognition. 2017 Nov;168:320-334. doi: 10.1016/j.cognition.2017.07.005. Epub 2017 Aug 1.
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8
Review: Structural Information Theory: The Simplicity of Visual Form, Simplicity in Vision: A Multidisciplinary Account of Perceptual Organization, Psychology of Touch and Blindness, Psychology of Touch and Blindness.综述:结构信息理论:视觉形式的简洁性、视觉中的简洁性:感知组织的多学科阐述、触觉与失明心理学、触觉与失明心理学。
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Calculating and reporting effect sizes to facilitate cumulative science: a practical primer for t-tests and ANOVAs.计算并报告效应量以促进累积科学:t检验和方差分析实用入门指南
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10
The role of constant curvature in 2-D contour shape representations.二维轮廓形状表示中恒定曲率的作用。
Perception. 2011;40(11):1290-308. doi: 10.1068/p6970.

常曲率线段作为二维形状表示的构建块。

Constant curvature segments as building blocks of 2D shape representation.

机构信息

Department of Psychology, University of California, Los Angeles.

Department of Psychology, Saint Joseph's University.

出版信息

J Exp Psychol Gen. 2021 Aug;150(8):1556-1580. doi: 10.1037/xge0001007. Epub 2020 Dec 17.

DOI:10.1037/xge0001007
PMID:33332142
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8324180/
Abstract

How the visual system represents shape, and how shape representations might be computed by neural mechanisms, are fundamental and unanswered questions. Here, we investigated the hypothesis that 2-dimensional (2D) contour shapes are encoded structurally, as sets of connected constant curvature segments. We report 3 experiments investigating constant curvature segments as fundamental units of contour shape representations in human perception. Our results showed better performance in a path detection paradigm for constant curvature targets, as compared with locally matched targets that lacked this global regularity (Experiment 1), and that participants can learn to segment contours into constant curvature parts with different curvature values, but not into similarly different parts with linearly increasing curvatures (Experiment 2). We propose a neurally plausible model of contour shape representation based on constant curvature, built from oriented units known to exist in early cortical areas, and we confirmed the model's prediction that changes to the angular extent of a segment will be easier to detect than changes to relative curvature (Experiment 3). Together, these findings suggest the human visual system is specially adapted to detect and encode regions of constant curvature and support the notion that constant curvature segments are the building blocks from which abstract contour shape representations are composed. (PsycInfo Database Record (c) 2021 APA, all rights reserved).

摘要

视觉系统如何表示形状,以及形状表示如何通过神经机制进行计算,这些都是基本的、尚未解决的问题。在这里,我们研究了这样一种假设,即二维(2D)轮廓形状是作为一组连接的恒定曲率线段来进行结构编码的。我们报告了 3 项实验,研究了恒定曲率线段作为人类感知中轮廓形状表示的基本单元。我们的结果表明,在路径检测范式中,恒定曲率目标的表现优于缺乏这种全局规则的局部匹配目标(实验 1),并且参与者可以学习将轮廓分割成具有不同曲率值的恒定曲率部分,但不能将曲率线性增加的类似部分分割开(实验 2)。我们提出了一种基于恒定曲率的轮廓形状表示的神经上合理的模型,该模型基于已知存在于早期皮质区域的定向单元构建,并证实了模型的预测,即线段的角向范围的变化比相对曲率的变化更容易检测(实验 3)。这些发现表明,人类视觉系统特别适合于检测和编码恒定曲率区域,并支持这样一种观点,即恒定曲率线段是构成抽象轮廓形状表示的构建块。(PsycInfo 数据库记录(c)2021 APA,保留所有权利)。