Poster abstract: robust and efficient sensor-assisted face recognition system on smart glass

Xu, Weitao, Shen, Yiran, Bergmann, Neil and Hu W. (2015). Poster abstract: robust and efficient sensor-assisted face recognition system on smart glass. In: Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems. 13th ACM Conference on Embedded Networked Sensor Systems, SenSys 2015, Seoul, South Korea, (379-380). 1-4 November, 2015. doi:10.1145/2809695.2817873


Author Xu, Weitao
Shen, Yiran
Bergmann, Neil
Hu W.
Title of paper Poster abstract: robust and efficient sensor-assisted face recognition system on smart glass
Conference name 13th ACM Conference on Embedded Networked Sensor Systems, SenSys 2015
Conference location Seoul, South Korea
Conference dates 1-4 November, 2015
Proceedings title Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems
Journal name SenSys 2015 - Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems
Series Proceedings of the ACM Conference on Embedded Networked Sensor Systems
Place of Publication New York, NY, United States
Publisher Association of Computing Machinery
Publication Year 2015
Sub-type Poster
DOI 10.1145/2809695.2817873
Open Access Status Not Open Access
ISBN 9781450336314
Volume 13
Start page 379
End page 380
Total pages 2
Collection year 2016
Language eng
Abstract/Summary Face recognition is one of the most popular research problems on various platforms. New research issues arise when it comes to resource constrained devices, such as smart glasses, due to the overwhelming computation and energy requirements of the accurate face recognition methods. In this paper, we have prototyped a robust and efficient sensor-assisted face recognition system on smart glasses by exploring the power of multimodal sensors including the camera and Inertial Measurement Unit (IMU) sensors. Evaluation shows that the prototyped system is up to 10% more accurate than the state-of-the-art face recognition methods while its computational cost is in the same order as an efficient benchmark method (e.g., Eigenface).
Keyword Face recognition
Smart glass
Sparse representation
Q-Index Code EX
Q-Index Status Provisional Code
Institutional Status UQ

 
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