TY - GEN
T1 - Development of a mobile user interface for image-based dietary assessment
AU - Kim, Sung Ye
AU - Schap, Tusa Rebecca
AU - Bosch, Marc
AU - Maciejewski, Ross
AU - Delp, Edward J.
AU - Ebert, David S.
AU - Boushey, Carol J.
N1 - Funding Information:
We would like to thank our collaborators and colleagues, Bethany Six of the Department of Foods and Nutrition and Deb Kerr of the School of Public Health, Curtin Institute of Technology for feedback about mobile user interfaces through user studies, Insoo Woo, JungHoon Chae, Fengqing Zhu of the School of Electrical and Computer Engineering for their work in developing food volume estimation and food image analysis on the server and Ahmad M. Razip of the School of Electrical and Computer Engineering for his help in revising the user interface. Support for this work comes from the National Cancer Institute (1U01CA130784-01) and the National Institute of Diabetes, Digestive, and Kidney Disorders (1R01-DK073711-01A1). More information about our project can be found at www.tadaproject.org.
Publisher Copyright:
© 2010 ACM.
PY - 2010/12/1
Y1 - 2010/12/1
N2 - In this paper, we present a mobile user interface for image-based dietary assessment. The mobile user interface provides a front end to a client-server image recognition and portion estimation software. In the client-server configuration, the user interactively records a series of food images using a built-in camera on the mobile device. Images are sent from the mobile device to the server, and the calorie content of the meal is estimated. In this paper, we describe and discuss the design and development of our mobile user interface features. We discuss the design concepts, through initial ideas and implementations. For each concept, we discuss qualitative user feedback from participants using the mobile client application. We then discuss future designs, including work on design considerations for the mobile application to allow the user to interactively correct errors in the automatic processing while reducing the user burden associated with classical pen-And-paper dietary records.
AB - In this paper, we present a mobile user interface for image-based dietary assessment. The mobile user interface provides a front end to a client-server image recognition and portion estimation software. In the client-server configuration, the user interactively records a series of food images using a built-in camera on the mobile device. Images are sent from the mobile device to the server, and the calorie content of the meal is estimated. In this paper, we describe and discuss the design and development of our mobile user interface features. We discuss the design concepts, through initial ideas and implementations. For each concept, we discuss qualitative user feedback from participants using the mobile client application. We then discuss future designs, including work on design considerations for the mobile application to allow the user to interactively correct errors in the automatic processing while reducing the user burden associated with classical pen-And-paper dietary records.
KW - dietary assessment system
KW - health monitoring tools
KW - mobile devices
KW - mobile user interfaces
KW - user interface design
UR - http://www.scopus.com/inward/record.url?scp=84900554010&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84900554010&partnerID=8YFLogxK
U2 - 10.1145/1899475.1899488
DO - 10.1145/1899475.1899488
M3 - Conference contribution
AN - SCOPUS:84900554010
T3 - ACM International Conference Proceeding Series
BT - MUM 2010 - Proceedings of the 9th International Conference on Mobile and Ubiquitous Multimedia
PB - Association for Computing Machinery
T2 - 9h International Conference on Mobile and Ubiquitous Multimedia, MUM 2010
Y2 - 1 December 2010 through 3 December 2010
ER -