2005 · 57 citations · 10 references
EngineeringComputer ScienceRobotics EngineeringHuman-robot InteractionMobile RoboticsRoboticsAction RecognitionGesture RecognitionGesture-based InteractionHuman-machine InterfacesMobile Human-computer InteractionMultimodal InteractionActivity RecognitionGesture Recognition In Human-robot InteractionGesture SensingGesture-based InterfacesHuman ActionHuman Activity RecognitionHuman-ai Interaction On Mobile DevicesPast Behavior
Recent development of information technology is making electric household appliances computerized and networked. If the environments surrounding us could recognize our activities indirectly by sensors, the novel services, which respect our activities, can be possible. In this paper, we propose human activity recognition system, which infers the next human action by taking account of the past human behaviors observed so far. We also developed cooking support system by using an LCD touch panel on the kitchen counter and a mobile robot on the floor, which suggest what the human should do next by voice and gestures. Experimental results confirmed the feasibility of the inference system and the quality of support.
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