Questions and postings pertaining to the usage of ImageMagick regardless of the interface. This includes the command-line utilities, as well as the C and C++ APIs. Usage questions are like "How do I use ImageMagick to create drop shadows?".
The hough transform is only going to find straight lines. Just take the default values as shown at viewtopic.php?f=4&t=25476 and then adjust to see how they vary your result. But I would not expect too much from your image -- only about 2 to 4 lines will be found as the rest of your image has curves.
As mentioned in the link -- The WxH specifies the filter size for locating the peaks in Hough space. The threshold is used to exclude lines whose counts are less than the argument. But your image is not made up of straight line. So it will connect all line segments that are on a given straight line even if they come from different sides of the image. I do not think your image is particularly suitable for hough transform. Nevertheless, try