Work

Cooking Procedure Recognition and Support by Ubiquitous Sensors

Year: 2009

Type: article

Abstract: 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 cooking instruction videos based on user progress. Experiments and experimental results confirmed the feasibility of our proposed cooking support.

Source: Journal of Robotics and Mechatronics

DOI: 10.20965/jrm.2009.p0498

Authors: Sho Murakami, Takuo Suzuki, Akira Tokumasu, Yasushi Nakauchi

Institution: University of Tsukuba

Language: English

Topic: Context-Aware Activity Recognition Systems

Subfield: Computer Vision and Pattern Recognition

Field: Computer Science

Domain: Physical Sciences

Open Access status: diamond

OpenAlex ID: W2407433482

FWCI: 2.983

Cites: 14

Cited by: 17

Related to: 10