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Lights, camera, action! An interaction between illumination and viewpoint change in object recognition

机译:灯光,相机,动作!物体识别中照明和视点之间的相互作用

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摘要

Research in spatial cognition and object recognition has indicated that an “active” observer (i.e. moving) shows an advantage in their ability to recognize an object from a different viewpoint relative to a “passive” observer (i.e. stationary) who is presented with the same image geometry. Some researchers have attributed this advantage to the contributions made by the body senses (e.g. vestibular and proprioceptive) to an observer's ability to spatially update their location in the environment. However, a potential source of information that may be exploited by the visual system is the differential effect an interaction between illumination and viewpoint has for observer and object movement. Phenomenologically, the retinal projections will differ for the two types of motion due to the interaction with illumination sources. If an object rotates relative to a fixed light source, approximately the same area of the visual field will be illuminated, whereas when an observer moves about an object (relative to a fixed light source), the area illuminated in the visual field will change with orientation. The overall pattern of shading and shadows will differ for the two conditions despite equivalent physical geometries across rotations. To address this, we investigated whether the interaction between illumination and viewpoint change provides sufficient visual information to confer the same advantage seen for an active observer to a stationary observer. Preliminary findings suggest that the local feature information contained in images is sufficient to show an active observer advantage in object recognition.
机译:在空间认知和物体识别方面的研究表明,相对于被展示的“被动”观察者(即静止),“主动”观察者(即运动)在从不同角度识别物体的能力方面显示出优势图像几何。一些研究人员将这种优势归因于身体感觉(例如前庭和本体感受)对观察者在空间上更新其环境位置的能力的贡献。但是,视觉系统可能利用的潜在信息源是照明和视点之间的交互作用对观察者和对象移动产生的微分作用。在现象学上,由于与照明源的相互作用,对于两种类型的运动,视网膜投影将有所不同。如果对象相对于固定光源旋转,则将照亮大约相同的视野区域,而当观察者绕着对象移动(相对于固定光源)时,视野中照亮的区域将随着取向。尽管在旋转过程中具有相同的物理几何形状,但两种情况下的阴影和阴影的总体模式将有所不同。为了解决这个问题,我们研究了照明和视点变化之间的相互作用是否提供了足够的视觉信息,以将主动观察者看到的相同优势赋予静止观察者。初步发现表明,图像中包含的局部特征信息足以在对象识别中显示出主动的观察者优势。

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