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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.
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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.
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A Contrario Line Segment Detection (SpringerBriefs in Computer Science)
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Contrario Line Segment Detection
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Zustand: New. Series: SpringerBriefs in Computer Science. Num Pages: 98 pages, 60 black & white illustrations, 2 black & white tables, biography. BIC Classification: UYQ; UYQV. Category: (P) Professional & Vocational. Dimension: 235 x 155 x 5. Weight in Grams: 166. . 2014. Paperback. . . . . Books ship from the US and Ireland. Artikel-Nr. V9781493905744
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A Contrario Line Segment Detection
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A Contrario Line Segment Detection
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Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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. Artikel-Nr. 9781493905744
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