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Machine Vision, 3rd Edition by E. R. Davies

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Circle Detection

As in the case of straight lines, circle features occur very widely in digital images taken from manufactured parts (including many food products). Again they can conveniently be located by using the Hough transform approach. This chapter describes the processes and principles that are involved and shows the means by which speed and accuracy can be improved.

Look out for:

• the basic Hough transform technique for locating circular objects in images.

• how the method has to be adapted if the radius is unknown.

• how accuracy of the center location can be improved.

• how speed of processing can be improved.

• how speed can be improved further by a line sampling procedure.

• how robustness only falls gradually as available signal ...

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