NDLI: Real-time 3D head pose estimation using both geometry and learning

Content Provider	IEEE Xplore Digital Library
Author	Raytchev, B. Kimura, Y. Yoda, I. Sakaue, K.
Copyright Year	2010
Description	Author affiliation: AIST, Japan (Yoda, I.; Sakaue, K.) \|\| Hiroshima University, Japan (Raytchev, B.) \|\| Tsukuba University, Japan (Kimura, Y.)
Abstract	In this paper we propose a very efficient and low-cost method for real-time 3D object pose estimation, suitable for operation under severe changes in the illumination conditions. The method consists of a geometry-based and learning- based stage: first a geometry-based pose estimation algorithm is used to obtain pose parameter values, which are utilized as supervised information during a following learning- based stage. The efficacy of the proposed approach is illustrated on a real-world application in a head pose based facial-gesture interface for automatic wheelchair navigation.
Starting Page	1525
Ending Page	1528
File Size	735418
Page Count	4
File Format	PDF
ISBN	9781424479924
ISSN	15224880
e-ISBN	9781424479948
e-ISBN	9781424479931
DOI	10.1109/ICIP.2010.5652916
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-09-26
Publisher Place	Hong Kong
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Three dimensional displays Estimation Face Wheelchairs Solid modeling Training Stereo Images 3D Head Pose Estimation Facial Gesture Interface Combinatorial Optimization
Content Type	Text
Resource Type	Article

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Real-time 3D head pose estimation using both geometry and learning