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 :
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