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The HoughLines function also has the optional parameters min_theta = 0 and max_theta = CV_PI, which is the start and end theta.

The pixelCount parameter from the paper is the same as threshold.

And connectDistance sounds more like something for HoughLinesP, not HoughLines. That would be the maxLineGap parameter.

Make sure you're using the correct function, the two are very similar.