TY - GEN
T1 - Demo
T2 - 2018 Joint ACM International Conference on Pervasive and Ubiquitous Computing, UbiComp 2018 and 2018 ACM International Symposium on Wearable Computers, ISWC 2018
AU - Zhang, Shibo
AU - Nguyen, Dzung
AU - King, Zachary
AU - Pradeep, Jishnu
AU - Alshurafa, Nabil
N1 - Publisher Copyright:
© 2018 Copyright is held by the owner/author(s).
Copyright:
Copyright 2019 Elsevier B.V., All rights reserved.
PY - 2018/10/8
Y1 - 2018/10/8
N2 - In this paper, we present the design and implementation of the HABits necklace, a neck-worn device that estimates behavior. This neck-worn device is continuously evolving to provide researchers with the ability to use it in multiple applications including eating, gesture, and activity recognition. Our proposed HABits necklace generates four signal streams using three embedded sensors including a proximity sensor, ambient light sensor, and a 9-axis inertial measurement unit (IMU). In this work, we highlight its ability to characterize eating episodes. We apply algorithms to estimate chew count, number of feeding gestures, posture, and activity intensity. Users will be able to visually see the necklace data and the result of the algorithms on the smartphone in real time.
AB - In this paper, we present the design and implementation of the HABits necklace, a neck-worn device that estimates behavior. This neck-worn device is continuously evolving to provide researchers with the ability to use it in multiple applications including eating, gesture, and activity recognition. Our proposed HABits necklace generates four signal streams using three embedded sensors including a proximity sensor, ambient light sensor, and a 9-axis inertial measurement unit (IMU). In this work, we highlight its ability to characterize eating episodes. We apply algorithms to estimate chew count, number of feeding gestures, posture, and activity intensity. Users will be able to visually see the necklace data and the result of the algorithms on the smartphone in real time.
KW - Eating detection
KW - Neck-worn sensors
KW - Wearables
UR - http://www.scopus.com/inward/record.url?scp=85058281793&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85058281793&partnerID=8YFLogxK
U2 - 10.1145/3267305.3267665
DO - 10.1145/3267305.3267665
M3 - Conference contribution
AN - SCOPUS:85058281793
T3 - UbiComp/ISWC 2018 - Adjunct Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2018 ACM International Symposium on Wearable Computers
SP - 484
EP - 487
BT - UbiComp/ISWC 2018 - Adjunct Proceedings of the 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2018 ACM International Symposium on Wearable Computers
PB - Association for Computing Machinery, Inc
Y2 - 8 October 2018 through 12 October 2018
ER -