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Given the important information obtained from body movements, we still know surprisingly little about the details of brain mechanisms underlying movement perception. In this fMRI study, we investigated the relations between movement features obtained from automated computational analyses of video clips and the corresponding brain activity. Our results show that low-level computational features map to specific brain areas related to early visual- and motion-sensitive regions, while mid-level computational features are related to dynamic aspects of posture encoded in occipital\u2013temporal cortex, posterior superior temporal sulcus and superior parietal lobe. Furthermore, behavioral features obtained from subjective ratings correlated with activity in higher action observation regions. Our computational feature-based analysis suggests that the neural mechanism of movement encoding is organized in the brain not so much by semantic categories than by feature statistics of the body movements.<\/jats:p>","DOI":"10.1093\/cercor\/bhy228","type":"journal-article","created":{"date-parts":[[2018,8,22]],"date-time":"2018-08-22T15:17:49Z","timestamp":1534951069000},"page":"3551-3560","source":"Crossref","is-referenced-by-count":26,"title":["Computational Feature Analysis of Body Movements Reveals Hierarchical Brain Organization"],"prefix":"10.1093","volume":"29","author":[{"given":"Maarten J","family":"Vaessen","sequence":"first","affiliation":[{"name":"Department of Cognitive Neuroscience, Brain and Emotion Laboratory, Faculty of Psychology and Neuroscience, Maastricht University, EV Maastricht, the Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Etienne","family":"Abassi","sequence":"additional","affiliation":[{"name":"Department of Cognitive Neuroscience, Brain and Emotion Laboratory, Faculty of Psychology and Neuroscience, Maastricht University, EV Maastricht, the Netherlands"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Maurizio","family":"Mancini","sequence":"additional","affiliation":[{"name":"Department of Informatics, Casa Paganini-InfoMus Research Centre, Bioengineering, Robotics, and Systems Engineering (DIBRIS), University of Genoa, Genova, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Antonio","family":"Camurri","sequence":"additional","affiliation":[{"name":"Department of Informatics, Casa Paganini-InfoMus Research Centre, Bioengineering, Robotics, and Systems Engineering (DIBRIS), University of Genoa, Genova, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Beatrice","family":"de Gelder","sequence":"additional","affiliation":[{"name":"Department of Cognitive Neuroscience, Brain and Emotion Laboratory, Faculty of Psychology and Neuroscience, Maastricht University, EV Maastricht, the Netherlands"},{"name":"Department of Computer Science, University College London, London, England, United Kingdom"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"286","published-online":{"date-parts":[[2018,10,1]]},"reference":[{"key":"2019072210400579000_bhy228C1","doi-asserted-by":"crossref","first-page":"166","DOI":"10.1016\/j.neuroimage.2015.07.067","article-title":"Non-parametric representation and prediction of single-and multi-shell diffusion-weighted MRI data using Gaussian processes","volume":"122","author":"Andersson","year":"2015","journal-title":"Neuroimage"},{"key":"2019072210400579000_bhy228C2","doi-asserted-by":"crossref","first-page":"556","DOI":"10.1038\/nrn3292","article-title":"Multisensory brain mechanisms of bodily self-consciousness","volume":"13","author":"Blanke","year":"2012","journal-title":"Nat Rev Neurosci"},{"key":"2019072210400579000_bhy228C3","doi-asserted-by":"crossref","first-page":"300","DOI":"10.1016\/j.actpsy.2011.12.005","article-title":"Neurocognitive control in dance perception and performance","volume":"139","author":"Blasing","year":"2012","journal-title":"Acta Psychol (Amst)"},{"key":"2019072210400579000_bhy228C4","doi-asserted-by":"crossref","first-page":"14122","DOI":"10.1038\/srep14122","article-title":"Early changes in corticospinal excitability when seeing fearful body expressions","volume":"5","author":"Borgomaneri","year":"2015","journal-title":"Sci Rep"},{"key":"2019072210400579000_bhy228C5","doi-asserted-by":"crossref","first-page":"61","DOI":"10.1068\/p3048","article-title":"Brain areas sensitive to coherent visual motion","volume":"30","author":"Braddick","year":"2001","journal-title":"Perception"},{"key":"2019072210400579000_bhy228C6","doi-asserted-by":"crossref","first-page":"1905","DOI":"10.1016\/j.cub.2006.07.065","article-title":"Seeing or doing? 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