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Active Gaze Control Improves Optic Flow-Based Segmentation and Steering

机译:主动注视控制可改善基于光学流的分段和转向

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摘要

An observer traversing an environment actively relocates gaze to fixate objects. Evidence suggests that gaze is frequently directed toward the center of an object considered as target but more likely toward the edges of an object that appears as an obstacle. We suggest that this difference in gaze might be motivated by specific patterns of optic flow that are generated by either fixating the center or edge of an object. To support our suggestion we derive an analytical model that shows: Tangentially fixating the outer surface of an obstacle leads to strong flow discontinuities that can be used for flow-based segmentation. Fixation of the target center while gaze and heading are locked without head-, body-, or eye-rotations gives rise to a symmetric expansion flow with its center at the point being approached, which facilitates steering toward a target. We conclude that gaze control incorporates ecological constraints to improve the robustness of steering and collision avoidance by actively generating flows appropriate to solve the task.
机译:遍历环境的观察者主动将视线移至固定对象。有证据表明,凝视通常指向被视为目标的物体的中心,但更可能指向似乎是障碍物的物体的边缘。我们建议,凝视的这种差异可能是由固定物体中心或边缘而产生的特定光流模式引起的。为了支持我们的建议,我们导出了一个分析模型,该模型显示:切线固定障碍物的外表面会导致强烈的流量不连续性,可用于基于流量的分段。凝视和航向锁定时,目标中心的固定而没有头部,身体或眼睛的旋转,会产生对称的膨胀流,其中心位于接近该点的位置,这有助于转向目标。我们得出的结论是,凝视控制结合了生态约束,可通过积极生成适合解决任务的流量来提高转向和避免碰撞的鲁棒性。

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