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Ubiquitous computing technology has brought great attentions in recent years since it promises a simple operation to an ever increasing comprehensive digital world. For a networked home supporting advanced applications, ubiquitous media access becomes a must to offer enjoyable experience for home users. The first step of ubiquitous computing is the seamless detection of user activities in order to...
This paper proposes cooking support using ubiquitous sensors. We developed a machine learning algorithm that recognizes cooking procedures by taking into account widely varying sensor information and user behavior. To provide appropriate instructions to users, we developed a Markov-model-based behavior prediction algorithm. Using these algorithms, we developed cooking support automatically displaying...
In this paper, we propose cooking support system by using ubiquitous sensors. We developed machine learning algorithm that recognizes cooking procedures by taking account of various and numerous sensor information and past human behaviors. In order to provide appropriate instructions to a user, we also developed Markov-model based human behavior prediction algorithm. By employing these algorithms,...
Distributed sensor networks, as opposed to centralized networks, offer several advantages in terms of versatility and increased safety, which make their use particularly relevant for applications of security surveillance. A challenge of such systems is how to build autonomously a global description of the sensed environment without supervision of a central processing unit and with minimal configuration...
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