Literature DB >> 20944449

Capturing complex human behaviors in representative sports contexts with a single camera.

Ricardo Duarte1, Duarte Araújo, Orlando Fernandes, Cristina Fonseca, Vanda Correia, Vítor Gazimba, Bruno Travassos, Pedro Esteves, Luís Vilar, José Lopes.   

Abstract

BACKGROUND AND
OBJECTIVE: In the last years, several motion analysis methods have been developed without considering representative contexts for sports performance. The purpose of this paper was to explain and underscore a straightforward method to measure human behavior in these contexts.
MATERIAL AND METHODS: Procedures combining manual video tracking (with TACTO device) and bidimensional reconstruction (through direct linear transformation) using a single camera were used in order to capture kinematic data required to compute collective variable(s) and control parameter(s). These procedures were applied to a 1vs1 association football task as an illustrative subphase of team sports and will be presented in a tutorial fashion.
RESULTS: Preliminary analysis of distance and velocity data identified a collective variable (difference between the distance of the attacker and the defender to a target defensive area) and two nested control parameters (interpersonal distance and relative velocity).
CONCLUSIONS: Findings demonstrated that the complementary use of TACTO software and direct linear transformation permit to capture and reconstruct complex human actions in their context in a low dimensional space (information reduction).

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Year:  2010        PMID: 20944449

Source DB:  PubMed          Journal:  Medicina (Kaunas)        ISSN: 1010-660X            Impact factor:   2.430


  1 in total

1.  Self-organization processes in field-invasion team sports : implications for leadership.

Authors:  Pedro Passos; Duarte Araújo; Keith Davids
Journal:  Sports Med       Date:  2013-01       Impact factor: 11.136

  1 in total

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