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</ref>] The Hough space for lines has therefore these two dimensions θ and ρ, and a line is represented by a single point corresponding to a unique set of these parameters.
In a '''[[Kernel (image processing)|convolution]]''' based technique, the line detector operator consists of a convolution masks tuned to detect the presence of lines of a particular width n and a θ orientation. Here are the four convolution masks to detect horizontal, vertical, oblique (+45 degrees), and oblique (-45 degrees) lines in an image.
<references group="https://homepages.inf.ed.ac.uk/rbf/HIPR2/linedet.htm" />a) Horizontal mask(R1)
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