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Título del libro: Ieee Ica-Acca 2018 - Ieee International Conference On Automation/23rd Congress Of The Chilean Association Of Automatic Control: Towards An Industry 4.0 - Proceedings
Título del capítulo: Object Detection Algorithms and Implementation in a Robot of Service

Autores UNAM:
ROMAN VICTORIANO OSORIO COMPARAN; EDGAR DE JESUS VAZQUEZ SILVA;
Autores externos:

Idioma:
Español
Año de publicación:
2018
Palabras clave:

Intelligent Spaces; Object detection; Robotic manipulation; Robot Vision; Service Robot


Resumen:

The recognition of objects and the proper handling of them is a common problem in service robots. This article presents a set of computational vision algorithms to improve an object detection system using an RGBD sensor. Within this set of algorithms is the computational vision algorithm to identify a plane, a second algorithm to determine the position of an object and a third algorithm that performs the Principal Components Analysis to identify the orientation of the objects and to perform a correct manipulation. Several tests are presented that validate our approach. This group of algorithms is used by the service robot Justina at the upcoming RoboCup 2018 international tournament [1].


Entidades citadas de la UNAM: