Open AccessGrouping Objects based on their Appearance
Author(s) -
Altamirano Robles,
Zacarias Flores Fernando,
D. Gomez,
López Sánchez
Publication year - 2013
Publication title -
international journal of artificial intelligence and applications
Language(s) - English
Resource type - Journals
eISSN - 0976-2191
pISSN - 0975-900X
DOI - 10.5121/ijaia.2013.4408
Subject(s) - computer science , artificial intelligence , computer vision , computer graphics (images) , human–computer interaction
The use of clustering algorithms for partition to establish a hierarchical structure in a library of objectmodels based on appearance is deployed. The main contribution corresponds to a novel and intuitivealgorithm for clustering of models based on their appearance, closer to “human behavior”. This dividesthe complete set into subclasses. Immediately, divides each of these in a number of predefined groupstocomplete the levels of hierarchy that the user wants. Whose main purpose is to obtain a competitiveclassification compared to what a human would perform