场景中物体识别的局部和全局上下文约束。

P De Graef, A De Troy, G D'Ydewalle
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引用次数: 45

摘要

在给定的现实世界场景中可能出现的物体通常更容易识别。已经提出了两种不同的上下文信息来源作为这种效应的基础:全局场景背景和单个伴生物体。本文探讨了这两个元素在解释全场景中物体识别的上下文敏感性方面的相对重要性。在自由场景探索过程中引发特定的物体注视序列,同时记录在指定目标物体上的注视时间,作为目标识别难易程度的衡量标准。目标、全局场景背景和在目标(启动)之前被固定的对象之间的情景一致性被正交操纵。目的注视时间检查的影响,启动和背景。分析表明,这两种因素的影响都受到场景探索的时间和空间程度的调节。结果讨论了在现实世界场景的背景下,他们的视觉对象识别模型的含义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Local and global contextual constraints on the identification of objects in scenes.

Objects likely to appear in a given real-world scene are frequently found to be easier to recognize. Two different sources of contextual information have been proposed as the basis for this effect: global scene background and individual companion objects. The present paper examines the relative importance of these two elements in explaining the context-sensitivity of object identification in full scenes. Specific sequences of object fixations were elicited during free scene exploration, while fixation times on designated target objects were recorded as a measure of ease of target identification. Episodic consistency between the target, the global scene background, and the object fixated just prior to the target (the prime), were manipulated orthogonally. Target fixation times were examined for effects of prime and background. Analyses show effects of both factors, which are modulated by the chronology and spatial extent of scene exploration. The results are discussed in terms of their implications for a model of visual object recognition in the context of real-world scenes.

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