mlsanityData to 14 Oct 2026

Generalized Regressive Motion: a Visual Cue to Collision

arXiv 1510.07573 ↗First posted 26 Oct 2015cs.RO cs.CV cs.MAcited by 1

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Abstract (arXiv)

Brains and sensory systems evolved to guide motion. Central to this task is controlling the approach to stationary obstacles and detecting moving organisms. Looming has been proposed as the main monocular visual cue for detecting the approach of other animals and avoiding collisions with stationary obstacles. Elegant neural mechanisms for looming detection have been found in the brain of insects and vertebrates. However, looming has not been analyzed in the context of collisions between two moving animals. We propose an alternative strategy, Generalized Regressive Motion (GRM), which is consistent with recently observed behavior in fruit flies. Geometric analysis proves that GRM is a reliable cue to collision among conspecifics, whereas agent-based modeling suggests that GRM is a better cue than looming as a means to detect approach, prevent collisions and maintain mobility.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). First posted on arXiv 26 Oct 2015.

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