LSD is a linear-time Line Segment Detector giving subpixel accurate results. It is designed to work on any digital image without parameter tuning. It controls its own number of false detections: On average, one false alarms is allowed per image . The method is based on Burns, Hanson, and Riseman's method , and uses an a contrario validation approach according to the Desolneux, Moisan, and Morel's theory [3,4]. The version described here includes some further improvement over the one described in .
Working Paper (2017)
Himpe Christian, Benner Peter, and Mitchell Tim