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人类视觉模式识别的有限平移不变性。

Limited translation invariance of human visual pattern recognition.

作者信息

Dill M, Fahle M

机构信息

Universitäts-Augenklinik, Sektion Visuelle Sensorik, Tübingen, Germany.

出版信息

Percept Psychophys. 1998 Jan;60(1):65-81. doi: 10.3758/bf03211918.

DOI:10.3758/bf03211918
PMID:9503912
Abstract

Visual object recognition is considered to be largely translation invariant. An earlier study (Foster & Kahn, 1985), however, has indicated that recognition of complex novel stimuli is partially specific to location in the visual field: It is significantly easier to determine the identity of two briefly displayed random patterns if both stimuli are presented at the same, rather than at different, locations. In a series of same/different discrimination tasks, we characterize the processes underlying this "displacement effect": Horizontal and vertical translations are equally effective in reducing performance. Making the task more difficult by increasing pattern similarity leads to even higher positional specificity. The displacement effect disappears after rotation or contrast reversal of the patterns, indicating that positional specificity depends on relatively low levels of processing. Control experiments rule out explanations that are independent of visual pattern memory, such as spatial attention, eye movements, or retinal afterimages. Positional specificity of recognition is found only for same trials. Our results demonstrate that position invariance, a widely acknowledged property of the human visual system, is limited to specific experimental conditions. Normalization models involving mental shifts of an early visual representation or of a window of attention cannot easily account for these findings.

摘要

视觉物体识别在很大程度上被认为是平移不变的。然而,一项早期研究(福斯特和卡恩,1985年)表明,对复杂新刺激的识别部分取决于视野中的位置:如果两个短暂呈现的随机图案都出现在相同位置而非不同位置,那么确定它们的身份会明显更容易。在一系列相同/不同辨别任务中,我们对这种“位移效应”背后的过程进行了特征描述:水平和垂直平移在降低表现方面同样有效。通过增加图案相似度使任务更具难度会导致更高的位置特异性。图案旋转或对比度反转后,位移效应消失,这表明位置特异性取决于相对较低水平的加工。对照实验排除了与视觉图案记忆无关的解释,如空间注意力、眼球运动或视网膜后像。识别的位置特异性仅在相同试验中被发现。我们的结果表明,位置不变性作为人类视觉系统广泛认可的一种特性,仅限于特定的实验条件。涉及早期视觉表征或注意力窗口心理移位的归一化模型无法轻易解释这些发现。

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