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Information Accrual From the Period Preceding Racket-Ball Contact for Tennis Ground Strokes: Inferences From Stochastic Masking

机译:网球拍的球拍接触之前的时间段内的信息累积:来自随机掩膜的推论

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摘要

Previous research suggests the existence of an expert anticipatory advantage, whereby skilled sportspeople are able to predict an upcoming action by utilizing cues contained in their opponent’s body kinematics. This ability is often inferred from “occlusion” experiments: information is systematically removed from first-person videos of an opponent, for example, by stopping a tennis video at the point of racket-ball contact, yet performance, such as discrimination of shot direction, remains above chance. In this study, we assessed the expert anticipatory advantage for tennis ground strokes via a modified approach, known as “bubbles,” in which information is randomly removed from videos in each trial. The bubbles profile is then weighted by trial outcome (i.e., a correct vs. incorrect discrimination) and combined across trials into a classification array, revealing the potential cues informing the decision. In two experiments (both with N = 34 skilled tennis players) we utilized either temporal or spatial bubbles, applying them to videos running from 0.8 to 0 s before the point of racket-ball contact (cf. ). Results from the spatial experiment were somewhat suggestive of accrual from the torso region of the body, but were not compelling. Results from the temporal experiment, on the other hand, were clear: information was accrued mainly during the period immediately prior to racket-ball contact. This result is broadly consistent with prior work using nonstochastic approaches to video manipulation, and cannot be an artifact of temporal smear from information accrued after racket-ball contact, because no such information was present.
机译:先前的研究表明,存在专家预期的优势,熟练的运动员可以利用对手身体运动学中包含的线索来预测即将发生的动作。此功能通常是从“遮挡”实验中推论得出的:系统地从对手的第一人称视频中删除信息,例如,通过在球拍接触点停止网球视频来停止比赛,而对诸如击球方向的判别等性能,仍然高于机会。在这项研究中,我们通过一种称为“气泡”的改进方法评估了网球地面笔触的专家预期优势,该方法是在每次试验中从视频中随机删除信息。然后,通过实验结果(即正确与不正确的辨别力)对气泡轮廓进行加权,并在整个实验中将其组合成一个分类数组,以揭示可能的信息来告知决策。在两个实验中(两个都是N = 34个熟练的网球运动员),我们利用了时间或空间气泡,将它们应用于在球拍接触点之前0.8到0 s的视频中(参见)。空间实验的结果在某种程度上暗示了人体躯干区域的应计,但并不令人信服。另一方面,时间实验的结果很明确:信息的积累主要是在球拍接触之前的一段时间内。该结果与使用非随机方法进行视频处理的先前工作大致一致,并且由于球拍与球接触后所产生的信息而不能成为暂时性拖影,因为不存在此类信息。

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