CV Lattes
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Universidade de São Paulo (USP). Escola de Educação Física e Esporte de Ribeirão Preto (EEFERP) (Institutional affiliation from the last research proposal) Birthplace: Brazil
Associate Professor (MS-5.3, full-time) at the School of Physical Education and Sport of Ribeirão Preto (EEFERP/USP) and holds a Habilitation (Livre-Docência) in Biomechanics (USP, 2016). His research integrates Biomechanics, Computer Vision, and Data Science to develop quantitative methods for human movement analysis applied to sports and rehabilitation. He has an interdisciplinary background with bachelor's degrees in Physical Education (UNESP, 2002) and Computer Engineering (UNIVESP, 2023), in addition to a Master's (2005) and a Ph.D. (2009) in Human Movement Sciences (UNESP). He is the creator of vailá (arXiv:2410.07238), a multimodal, open-source toolbox in Python for acquiring, synchronizing, and analyzing movement data. His work is guided by the philosophy of open computing (Linux systems) and the development of low-cost solutionssuch as markerless methods and sensor fusionthat broaden access to movement analysis in clinical and field settings. He is a permanent advisor in the Graduate Program in Rehabilitation and Functional Performance (FMRP/USP) and was a Senior Visiting Professor at the University of North Florida (USA). (Source: Lattes Curriculum)
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The workshop Baylat/Fapesp between the Technical University of Munich and the University of São Paulo has high importance for the development of science and research in the area of sports science and computer science, not only between German and Brazilian researchers but worldwide. Since the participants of both sides have large experience in the fields of sports science and computer scie…
Huge volumes of Complex Data time series have been generated in various sport-related applications. These data require the definition of effective and efficient services for appropriate data storage, retrieval, and analysis. The term Complex Data refers to the universe of potentially non-structured, multimodal data, and therefore covers a wide variety of data types such as text, sound, im…
(Only some records are available in English at this moment)
This project aims to apply machine learning models and computer vision techniques to estimate functional assessments made by specialists for patients with Anterior Cruciate Ligament (ACL) injuries, using kinematic data obtained from markerless tracking during the Multiplanar Unipodal Plyometric (CUBE) test. Three GoPro Hero 10 cameras will capture movements in multiple planes, and the Med…
The proposed research aims to develop a method for classifying running patterns associated with perceived effort, utilizing characteristics of facial expressions and ground reaction force signals. The study stands out for its methodological approach, integrating machine learning techniques, facial expression analysis, and ground reaction force data on a low-cost treadmill. The methodology…
Soccer is a collective sport of complex and dynamic nature where performance is multifactorial, involvig maturational, technical, tactical, physical, and cognitive aspects. The application of new technologies has allowed advances in data acquisition and analysis. This project aims to analyze and characterize the influence of cognitive development in the prediction of technical, tactical, …
Soccer is a team sport that requires quick and accurate decision-making. The brain and its various cognitive functions are primarily responsible for the decision-making process. Understanding how each one relates to the performance of athletes on the field is essential. Thus, the present study aims to predict the overall effectiveness and players contribution to the team in small-sided ga…
The penalty in soccer represents a decisive moment in the game, so it is important to understand its aspects for teaching, learning and training. The present study aims to analyze the effect of laterality and instructional video on the goalkeeper's behavior when jumping to defend a penalty kick. Ten volunteer goalkeepers who trains in youth academies of professional soccer clubs in Ribeir…
(Only some records are available in English at this moment)
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| 3 / 3 | Ongoing scholarships in Brazil |
| 7 / 6 | Completed scholarships in Brazil |
| 17 / 15 | All research grants and scholarships |
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