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Communication Dans Un Congrès Année : 2012

Impact of hierarchical structures in image categorization systems

Résumé

Image categorization refers to the process of assigning images to a number of predefined categories. The difficulty of problem solving is proportional to the number of categories the system addresses. This paper proposes an image categorization system, and studies the impact of dividing the categorization problem into smaller problems in a hierarchical structure. We compare examples solved with and without the proposed approach, to conclude its pros and cons.
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Dates et versions

hal-01353157 , version 1 (10-08-2016)

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Merza Klaghstan, Ronny Hänsch, David Coquil, Olaf Hellwich. Impact of hierarchical structures in image categorization systems. 3rd International Conference on Image Processing Theory, Tools and Applications (IPTA), 2012 , Oct 2012, Istanbul, Turkey. pp.367-370, ⟨10.1109/IPTA.2012.6469543⟩. ⟨hal-01353157⟩
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