[HFM09a] Comparison of Various AVEIR Visual Concept Detectors with an Index of Carefulness

Atelier, Poster ou Démonstration dans une Conférence Internationale : Image Cross Language Evaluation Forum (ImageClef 2009), October 2009, Corfu, Greece,

Auteurs: G. Herve , A Fakeri-Tabrizi , P. Mulhem , M. Ferecatu , Z. Zhao , S. Tollari , G Quenot , H. Sahbi , E. Dumont , P. Gallinari

motcle:

Résumé: Visual annotation is still an open issue. The Content Based community admits that a plurality of features and systems shall be considered. We present in this paper four very different strategies using not only visual information but also text, to implement ImageCLEF2009 Photo Annotation Task. The visual features are various, such as HSV, Gabor, EDGE, SIFT, and some more recent. Then we study each model performances, and propose a new measure, the Carefulness Index (Q) computed on the histogram of the modelâ€™s outputs. Q seems to be correlated with the model performances.

Equipe: vertigo

Collaboration: LIP6 ,

BibTeX

@inproceedings {
	HFM09a,
	title	=	"{Comparison of Various AVEIR Visual Concept Detectors with an Index of Carefulness}",
	author	=	" G. Herve and A Fakeri-Tabrizi and P. Mulhem and M. Ferecatu and Z. Zhao and S. Tollari and G Quenot and H. Sahbi and E. Dumont and P. Gallinari ",
	booktitle	=	"{Image Cross Language Evaluation Forum (ImageClef 2009)}",
	year	=	2009,
	month	=	"October",
	address	=	"Corfu, Greece",
}