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基于光流的昆虫空间视觉。

Optic flow based spatial vision in insects.

机构信息

Neurobiology and Center for Cognitive Interaction Technology (CITEC), Bielefeld University, Universitätsstraße 25, 33615, Bielefeld, Germany.

出版信息

J Comp Physiol A Neuroethol Sens Neural Behav Physiol. 2023 Jul;209(4):541-561. doi: 10.1007/s00359-022-01610-w. Epub 2023 Jan 7.

Abstract

The optic flow, i.e., the displacement of retinal images of objects in the environment induced by self-motion, is an important source of spatial information, especially for fast-flying insects. Spatial information over a wide range of distances, from the animal's immediate surroundings over several hundred metres to kilometres, is necessary for mediating behaviours, such as landing manoeuvres, collision avoidance in spatially complex environments, learning environmental object constellations and path integration in spatial navigation. To facilitate the processing of spatial information, the complexity of the optic flow is often reduced by active vision strategies. These result in translations and rotations being largely separated by a saccadic flight and gaze mode. Only the translational components of the optic flow contain spatial information. In the first step of optic flow processing, an array of local motion detectors provides a retinotopic spatial proximity map of the environment. This local motion information is then processed in parallel neural pathways in a task-specific manner and used to control the different components of spatial behaviour. A particular challenge here is that the distance information extracted from the optic flow does not represent the distances unambiguously, but these are scaled by the animal's speed of locomotion. Possible ways of coping with this ambiguity are discussed.

摘要

光流,即环境中物体的视网膜图像因自身运动而产生的位移,是空间信息的重要来源,特别是对于快速飞行的昆虫而言。从动物周围的近距离到数百米到数公里的远距离的广泛范围的空间信息,对于调节行为是必要的,例如着陆动作、在空间复杂环境中避免碰撞、学习环境物体的组合以及在空间导航中的路径整合。为了便于处理空间信息,主动视觉策略通常会降低光流的复杂性。这些策略导致平移和旋转在很大程度上通过扫视飞行和注视模式分离。只有光流的平移分量包含空间信息。在光流处理的第一步中,一系列局部运动探测器提供了环境的视网膜空间接近度图。然后,这些局部运动信息以特定任务的方式在并行神经通路中进行处理,并用于控制空间行为的不同组成部分。这里的一个特殊挑战是,从光流中提取的距离信息不能明确地表示距离,而是由动物的运动速度来缩放。讨论了应对这种歧义的可能方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/af6e/10354154/c595ca2cd273/359_2022_1610_Fig1_HTML.jpg

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