2012 Fiscal Year Final Research Report

Development of Image Recognition Method using Dynamic Knowledge Model for Knowledge Discovery and Extraction

Research Project

Project/Area Number	23656255
Research Category	Grant-in-Aid for Challenging Exploratory Research
Allocation Type	Multi-year Fund
Research Field	Communication/Network engineering
Research Institution	Future University-Hakodate
Principal Investigator	TAKAHASHI Nobuyuki 公立はこだて未来大学, システム情報科学部, 教授 (70206829)
Project Period (FY)	2011 – 2012
Keywords	信号処理
Research Abstract	A dynamic knowledge model without prior information for the discovery and extraction of a dynamic knowledge from large data on real world was proposed. Knowledge structures in the dynamic knowledge model are changed to increase the accuracy autonomously in the discovery and extraction with no data from the outside. An image recognition method without prior knowledge about image was developed using the dynamic knowledge model. Process of knowledge discovery in the method was implemented by extending the game tree search. For experiments, we have developed a target detection system detecting a target from two moving images.