Implementación de un sistema de procesamiento para análisis de video en biomecánica

Guchin, Andréi - Pereira, Gonzalo - Ottado, Guillermo - Ramos, Mauricio - Cardelino, Juan

Resumen:

This paper proposes a processing system applied to optical motion capture based on markers that facilitates human biomechanical analysis. The system consists of separate blocks, giving an overall solution which allows to easily modify or replace components. Guidelines are described for generating a virtual laboratory to obtain a database with sequences of synthetic videos and explore the characteristics required for a laboratory based on optical motion capture system. A set of metrics is presented to measure the performance of each block and the overall system. Tests on the implemented software reected that it has an average accuracy of less than one centimeter on sequences obtained in controlled environments. These results are acceptable considering that the algorithms used in each block are of low complexity and can be optimized.


Detalles Bibliográficos
2015
Procesamiento de Señales
Español
Universidad de la República
COLIBRI
https://hdl.handle.net/20.500.12008/42657
Acceso abierto
Licencia Creative Commons Atribución - No Comercial - Sin Derivadas (CC - By-NC-ND 4.0)
Resumen:
Sumario:This paper proposes a processing system applied to optical motion capture based on markers that facilitates human biomechanical analysis. The system consists of separate blocks, giving an overall solution which allows to easily modify or replace components. Guidelines are described for generating a virtual laboratory to obtain a database with sequences of synthetic videos and explore the characteristics required for a laboratory based on optical motion capture system. A set of metrics is presented to measure the performance of each block and the overall system. Tests on the implemented software reected that it has an average accuracy of less than one centimeter on sequences obtained in controlled environments. These results are acceptable considering that the algorithms used in each block are of low complexity and can be optimized.