Title :
Automatic knowledge construction of scene composition using object categorization on images
Author :
Kikuchi, Go ; Kasai, Hiroyuki
Author_Institution :
Univ. of Electro-Commun., Chofu, Japan
Abstract :
This paper proposes a method to construct the scene composition of an event, a place and a situation by learning appearance pattern of objects in them. We recognize objects inside an image, and extract representative patterns based by analyzing the appearance combination of object in a large amount of images. Preliminary experiment shows that the proposal can create knowledge of scene composition with no contradiction and gives unfamiliar insights for the scene1.
Keywords :
feature extraction; learning (artificial intelligence); object recognition; appearance pattern learning; automatic knowledge construction; image object categorization; object recognition; representative pattern extract; scene composition; Image color analysis; Image recognition; Learning systems; Object recognition; Proposals; Training;
Conference_Titel :
Consumer Electronics (ICCE), 2012 IEEE International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4577-0230-3
DOI :
10.1109/ICCE.2012.6161781