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Irregular pattern recognition using the Hough transform

Żorski W., Foxon B., Blackledge J., Turner M.

Machine Graphics and Vision

2000

Vol. 9, No. 3

609-632

The paper presents an application of the Hough Transform to the tasks of learning and identifying irregular patterns in computer vision systems. The method presented is based on the Hough Transform with a parameter space defined by translation, rotation and scaling operations. An essential element of this method is the generalisation of the Hough Transform for grey-level images. The technique simplifies application of the Hough Transform to pattern recognition tasks as well as accelerates the calculations considerably. The technique could be used, for example, in a robotic system or for image analysis.