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Video Abstract (AI generated) (01:04) Paper Preprint Supplemental Video 1 (github,"")Motion relations in visual scenes carry an abundance of behaviorally relevant information, but little is known about the computations underlying the identification of visual motion structure by humans. We addressed this gap in two psychophysics experiments and found that participants identified hierarchically organized motion relations in close correspondence with Bayesian structural inference. We demonstrate that, for our tasks, a choice model based on the Bayesian ideal observer can accurately match many facets of human structural inference, including task performance, perceptual error patterns, single-trial responses, participant-specific differences, and subjective decision confidence, particularly when motion scenes are ambiguous. Our work can guide future neuroscience experiments to reveal the neural mechanisms underlying higher-level visual motion perception. ### Competing Interest Statement The authors have declared no competing interest.
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Jan Drugowitsch. (2021, Nov 1).Human visual motion perception shows hallmarks of Bayesian structural inference[Video]. Scitok. https://scitok.com/project/p/24ccd1dd
Yang Sichao. "Human visual motion perception shows hallmarks of Bayesian structural inference" Scitok, uploaded by Drugowitsch Jan, 1 Nov, 2021, https://scitok.com/project/p24ccd1dd
Jan Drugowitsch. "Human visual motion perception shows hallmarks of Bayesian structural inference" Scitok. (Nov 1, 2021). https://scitok.com/project/p/24ccd1dd
Jan Drugowitsch (Nov 1, 2021). Human visual motion perception shows hallmarks of Bayesian structural inference Scitok. https://scitok.com/project/p/24ccd1dd
Jan Drugowitsch. Human visual motion perception shows hallmarks of Bayesian structural inference[video]. 2021 Nov 1. https://scitok.com/project/p/24ccd1dd
@online{al2006link, title={ Human visual motion perception shows hallmarks of Bayesian structural inference }, author={ Drugowitsch, Jan }, organization={Scitok}, month={ Nov }, day={ 1 }, year={ 2021 }, url = {https://scitok.com/project/p/24ccd1dd}, }