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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 alarm is allowed per image. The method is based on Burns, Hanson, and Riseman's method, and uses an a-contrario validation approach according to Desolneux, Moisan, and Morel's theory. The version described here includes some further improvement over the one described in the original article.
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Rafael Grompone von Gioi
Université Paris-Sud
Jérémie Jakubowicz
Télécom Paris
Jean‐Michel Morel
Université Paris-Sud
Image Processing On Line
Télécom Paris
École Normale Supérieure Paris-Saclay
Center for MathematicaL studies and their Applications
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Gioi et al. (Sat,) studied this question.
synapsesocial.com/papers/6a175d80d990e918e6b3f6d4 — DOI: https://doi.org/10.5201/ipol.2012.gjmr-lsd