Recognizing situations of human interaction from incomplete observation information of the real world by modeling social relations among humans

2014 Fiscal Year Final Research Report

• Project/Area Number: 23300073
• Research Category: Grant-in-Aid for Scientific Research (B)
• Allocation Type: Single-year Grants
• Section: 一般
• Research Field: Perception information processing/Intelligent robotics
• Research Institution: Kwansei Gakuin University
• Principal Investigator: KAKUSHO Koh 関西学院大学, 理工学部, 教授 (50263322)
• Co-Investigator(Kenkyū-buntansha): OKADOME Takeshi 関西学院大学, 理工学部, 教授 (20396120) ; KITAMURA Yasuhiko 関西学院大学, 理工学部, 教授 (00204917)
• Co-Investigator(Renkei-kenkyūsha): YAMAMOTO Michiya 関西学院大学, 理工学部, 教授 (60347606)
• Project Period (FY): 2011-04-01 – 2015-03-31
• Keywords: 人物行動認識 / 社会性モデル / ヒューマンインタラクション / 実世界観測 / 不完全情報

Outline of Final Research Achievements

The goal of the research is to obtain the methodology for recognizing various situations of the interaction among humans and objects in the real world from incomplete observation by cameras. Major issues for this research include, (1) analysis of behavioral relations among humans during interaction in various situations as well as observation features to be obtained by cameras, (2) modeling of social relations among humans by describing the correspondence between the behavioral relations and the observation features as mathematical constraints, (3) recognition of various situations of human interaction observed with cameras by matching the observation information to the model of the social relations.

Free Research Field

視覚情報メディア