Comparison of 3 DOF pose representationsfor pose estimations

Proceedings of FCV 2010 : The 16th Korea-Japan Joint Workshop on Frontiers of Computer Vision Page 408-413 published_at 2010-02
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Title ( eng )
Comparison of 3 DOF pose representationsfor pose estimations
Creator
Harada Kengo
Tanaka Satoko
Raytchev Bisser
Amano Toshiyuki
Source Title
Proceedings of FCV 2010 : The 16th Korea-Japan Joint Workshop on Frontiers of Computer Vision
Start Page 408
End Page 413
Abstract
We report a result of an experimental study on properties of pose representations for 3 DOF linear pose estimations with 100 CG objects. We use linear regression as a pose estimation method. First, we explain a method of linear pose estimation and two properties of pose representations. Next, we use four pose representations (rotation matrix, ZYX Eulerangle, exponential map, and unit quaternions), for pose estimation experiments, and compareestimation errors. We show that estimation error of rotation matrix is significantly smaller than other representations by using pairwise t–test.
NDC
Electrical engineering [ 540 ]
Language
eng
Resource Type conference paper
Publisher
FCV 2010 Committee
Date of Issued 2010-02
Rights
Copyright (c) 2010 Authors
Publish Type Version of Record
Access Rights open access
Source Identifier
[URI] http://ir.lib.hiroshima-u.ac.jp/00028635