DocumentCode
1665876
Title
An efficient single Vote Hough tracking algorithm
Author
Delprado, Anton ; Eaton, Ray
Author_Institution
Sch. of Electr. & Telecommun. Eng., Univ. of New South Wales, Sydney, NSW, Australia
fYear
2012
Firstpage
1425
Lastpage
1430
Abstract
Algorithms to detect and track objects within an image have traditionally had large processing times and so have been used in an offline context. With computer power consistently increasing these algorithms are now able to be adapted to run within a realtime context. This paper proposes an algorithm to run line and circle detections with minimal computation time by tracking objects primarily for use with control systems. A particular case study is made with the Ball and Beam apparatus. Comparisons will be made with existing Hough Transform methods for the validity of the method and processing time.
Keywords
Hough transforms; object detection; object tracking; Hough transform; ball and beam apparatus; circle detection; computer power; control system; image object; line detection; object detection; object tracking; realtime context; vote Hough tracking algorithm; Image edge detection; Measurement; Noise; Probabilistic logic; Robustness; Transforms; Visualization;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Automation Robotics & Vision (ICARCV), 2012 12th International Conference on
Conference_Location
Guangzhou
Print_ISBN
978-1-4673-1871-6
Electronic_ISBN
978-1-4673-1870-9
Type
conf
DOI
10.1109/ICARCV.2012.6485398
Filename
6485398
Link To Document