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Reconnaissance Des Formes Par Contour Actif Statistique by Ruch-O

Reconnaissance Des Formes Par Contour Actif Statistique

by Ruch-O
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Book cover type: Paperback
  • ISBN13: 9786131561269
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Omniscriptum
  • Publisher Imprint: Omniscriptum
  • Publication Date:
  • Pages: 188
  • Original Price: GBP 50.0
  • Language: French
  • Edition: N/A
  • Item Weight: 282 grams
  • BISAC Subject(s): Information Technology

Les systèmes d'imagerie actifs permettent d'acquérir des images de jour comme de nuit par illumination de la scène avec un laser. Les images obtenues offrent une meilleure résolution spatiale que les images infra-rouge, mais présentent l'inconvénient d'être fortement dégradées par le phénomène de speckle, qui en limite considérablement l'interprétation automatique. Nous proposons dans cet ouvrage une amélioration de la technique du Contour Actif Statistique Polygonal (CASP) permettant d'effectuer une description polygonale optimale de l'objet à reconnaître. Cette description est obtenue par application à notre problématique du principe de longueur de description minimale (principe MDL), qui permet l'estimation dynamique du nombre de sommets du polygone. La reconnaissance est alors effectuée par une méthode de type plus-proche voisin consistant à évaluer le degré de dissimilarité entre le contour obtenu et les modèles d'une base de données. Grâce à un algorithme rapide, nous obtenons des temps d'exécution de l'ordre de 500 ms pour des images de taille 128 pixels x 128 pixels, sur un PC standard (Pentium III, 700 MHz).

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