Grouping Objects based on their Appearance
Altamirano Robles, Zacarias Flores Fernando, De leon Gomez, Sanchez Lopez · International Journal of Artificial Intelligence & Applications · 2013
The use of clustering algorithms for partition to establish a hierarchical structure in a library of object models based on appearance is deployed.The main contribution corresponds to a novel and intuitive algorithm for clustering of models based on their appearance, closer to "human behavior".This divides the complete set into subclasses.Immediately, divides each of these in a number of predefined groups to complete the levels of hierarchy that the user wants.Whose main purpose is to obtain a competitive classification compared to what a human would perform.