[1]HE Yulan,GU Renshu,YUAN Jie.A 3D motion vector algorithm in a free angle system[J].CAAI Transactions on Intelligent Systems,2012,7(2):115-120.
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CAAI Transactions on Intelligent Systems[ISSN 1673-4785/CN 23-1538/TP] Volume:
7
Number of periods:
2012 2
Page number:
115-120
Column:
学术论文—人工智能基础
Public date:
2012-04-25
- Title:
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A 3D motion vector algorithm in a free angle system
- Author(s):
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HE Yulan; GU Renshu; YUAN Jie
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School of Electronic Science and Engineering, Nanjing University, Nanjing 210093, China
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- Keywords:
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motion vector algorithm; motion estimation; point correspondence; linear equation set; QR decomposition
- CLC:
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TP301.6
- DOI:
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- Abstract:
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In order to solve a 3D motion vector calculation, a new algorithm was proposed. This algorithm is a linear method that calculates the rigidbody movement from twodimensional views based on the static 3D reconstruction. The QR decomposition was adopted to obtain the minimum mean square error of a linear equation set and an iterative process enables the method to eliminate outliers and thus obtain motion vector. This algorithm does not require camera calibration, and it is realtime, which enables smooth video. The experimental results show the algorithm has good robustness.