Title: Segmentation d'image par classification dans un espace couleur hybride: Application � la segmentation d'images couleur de football (Omn.Univ.Europ.) (French Edition)
Publisher: Editions universitaires europeennes
Publication Date: 2010
Language: French
ISBN 10: 6131525099
ISBN 13: 9786131525094
Binding: Soft cover
Condition: New

About this title

Synopsis

Dans le cadre de l'analyse d'images de football, nous proposons une m�thodologie originale de segmentation d'images couleur en r�gions qui exploite les propri�t�s colorim�triques des pixels pour extraire de l'image les joueurs � suivre. Les pixels de chaque image sont affect�s � diff�rentes classes en utilisant des m�thodes classiques de classification de donn�es multidimensionnelles fond�es sur un apprentissage supervis�. La couleur de chaque pixel est usuellement repr�sent�e sur la base des trois composantes trichromatiques rouge, verte et bleue, mais peut �tre cod�e dans d'autres syst�mes de repr�sentation. L'originalit� de notre approche consiste � construire un espace couleur hybride en s�lectionnant les composantes couleur les plus discriminantes et pouvant �tre issues de diff�rents syst�mes. Cette approche est g�n�ralis�e en consid�rant qu'un pixel est repr�sent� par des attributs colorim�triques �valu�s � son voisinage. Il est ainsi possible de proposer une liste d'attributs calcul�s pour chacune des composantes couleur des syst�mes de repr�sentation et de s�lectionner un espace d'attributs colorim�triques adapt�.

About the Author

Nicolas Vandenbroucke a obtenu le titre de docteur de l'Universit� de Lille 1 en productique: automatique et informatique industrielle en d�cembre 2000. Il est actuellement enseignant-chercheur dans une �cole d'ing�nieurs. Son activit� concerne principalement l'analyse automatique d'images couleur num�riques et la vision industrielle.

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