A Contrario Line Segment Detection electronic resource by Rafael Grompone von Gioi.
Material type: TextSeries: SpringerBriefs in Computer SciencePublication details: New York, NY : Springer New York : Imprint: Springer, 2014Description: VIII, 90 p. 60 illus. online resourceContent type: text Media type: computer Carrier type: online resourceISBN: 9781493905751Subject(s): Computer Science | Artificial intelligence | Computer vision | Computer Science | Computer Imaging, Vision, Pattern Recognition and Graphics | Artificial Intelligence (incl. Robotics)DDC classification: 006.6 LOC classification: T385TA1637-1638TK7882.P3Online resources: Click here to access onlineIntroduction -- A Contrario Detection -- The LSD Algorithm -- Experiments -- Extensions.
The reliable detection of low-level image structures is an old and still challenging problem in computer vision. This book leads a detailed tour through the LSD algorithm, a line segment detector designed to be fully automatic. Based on the a contrario framework, the algorithm works efficiently without the need of any parameter tuning. The design criteria are thoroughly explained and the algorithm's good and bad results are illustrated on real and synthetic images. The issues involved, as well as the strategies used, are common to many geometrical structure detection problems and some possible extensions are discussed.
There are no comments on this title.