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Communication Dans Un Congrès Année : 2003

Classification of images: ICA filters vs. Human Perception

Résumé

In this paper we compare a machine based semantic organisation of natural images with the one provided by human perception. On one hand, we have conducted a psychophysical experiment to determine a human perception space in which we have identified semantic categories. These categories and the distances between images are emphasised by analysing the human response similarities with a multidimensional scaling technique called Curvilinear Component Analysis (CCA). On the other hand, we try to perform the same scene categorisation with a computational model based on an ICA filter description.
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Dates et versions

hal-00372328 , version 1 (31-03-2009)

Identifiants

  • HAL Id : hal-00372328 , version 1

Citer

Hervé Le Borgne, Nathalie Guyader, Anne Guérin-Dugué, Jeanny Hérault. Classification of images: ICA filters vs. Human Perception. ISSPA, Jul 2003, Paris, France. pp.251-254. ⟨hal-00372328⟩
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