Title :
Temporal filter applied to image sequences acquired by an industrial robot to detect defects in large aluminum surfaces areas
Author :
Furtado, L.F.F. ; Trabasso, L.G. ; Villani, Emilia ; Francisco, Alexandre
Author_Institution :
ITA (Aeronaut. Inst. of Technol.), São José dos Campos, Brazil
Abstract :
This work presents the use of a temporal filter, named Dynamic Retina, instead of spatial-neighborhood operators to process the image. Originally, this kind of filter has been proposed for use in mobile robot platforms for analyzing sequences of images [1]. The use of this filter could be adapted to enhance the defects on the aluminum surfaces by taking advantage of the intrinsic vibration of the industrial robot arm that drives the vision system to acquire images. This vibration generates small differences on each image that are sufficient to detect scratches. Mostly, the finishing process of aluminum surfaces in the aeronautic industries is currently carried out manually by trained operators; nevertheless certain steps can be automated using this technology.
Keywords :
aluminium; aluminium industry; filtering theory; finishing; image enhancement; image sequences; industrial manipulators; inspection; mobile robots; object detection; robot vision; vibrations; aluminum surfaces area; defect detection; dynamic retina; finishing process; image acquisition; image enhancement; image processing; image sequence; industrial robot arm; intrinsic vibration; mobile robot; robot vision system; scratch detection; temporal filter; Aircraft; Cameras; Filtering algorithms; Image edge detection; Machine vision; Retina; Surface treatment; Automation; Dynamic Retina; Industrial Robots; Temporal Filter;
Conference_Titel :
MECHATRONIKA, 2012 15th International Symposium
Conference_Location :
Prague
Print_ISBN :
978-1-4673-0979-0