
Real-time segmentation of moving objects in a video sequence by a contrario detection
Dibos, Françoise; Pelletier, Sylvain; Koepfler, Georges (2005), Real-time segmentation of moving objects in a video sequence by a contrario detection, Proceedings of the 2005 International Conference on Image Processing (ICIP 2005), Genoa, Italy, September 11-14, 2005, IEEE, p. 1065-1068. http://dx.doi.org/10.1109/ICIP.2005.1529938
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Type
Communication / ConférenceDate
2005Titre du colloque
International Conference on Image Processing (ICIP 2005)Date du colloque
2005-09Ville du colloque
GênesPays du colloque
ItalieTitre de l'ouvrage
Proceedings of the 2005 International Conference on Image Processing (ICIP 2005), Genoa, Italy, September 11-14, 2005Éditeur
IEEE
Isbn
0-7803-9134-9
Pages
1065-1068
Identifiant publication
Métadonnées
Afficher la notice complèteRésumé (EN)
In this article we present a real time algorithm for detecting moving objects in a video sequence taken with a fixed camera. When a background estimation is known, the algorithm is able to detect moving objects and locates them approximately. The method is based on a comparison between each single image of the sequence and the background, this gives us a fast algorithm which can be applied on a video sequence with a rather high frame rate, but on the other hand, we are also able to work with sequences having a very low frame rate. We use an a contrario model, assuming that moving objects yield locally major changes in the topographic map. Experimental results show that the algorithm is very robust to noise and to the background estimation. Moreover, the algorithm needs few parameters, which are easy to estimate.Mots-clés
moving objects; video sequence; algorithmsPublications associées
Affichage des éléments liés par titre et auteur.
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Dibos, Françoise; Sanchez, Olivia (2004) Article accepté pour publication ou publié
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Sanchez, Olivia; Dibos, Françoise (2001) Document de travail / Working paper
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Ardon, Roberto; Cohen, Laurent D.; Corréas, Jean-Michel; Mory, Benoît; Prevost, Raphaël (2012) Communication / Conférence
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Dibos, Françoise; Koepfler, Georges; Lopez, Christian (2000) Document de travail / Working paper
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Ranchin, Florent; Chambolle, Antonin; Dibos, Françoise (2010) Communication / Conférence