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.