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Asian Journal of Information Technology
Year: 2007  |  Volume: 6  |  Issue: 7  |  Page No.: 839 - 841

S3D Motion Estimation Based on 2D Motion Field Using Neural Networks

Yunhua Zhang, Yaming Wang, Sun Li and Wenqing Huang    

Abstract: This study uses neural networks to estimate three-Dimensional (3D) rigid motion parameters based on two-Dimensional (2D) motion fields. The motion fields are computed from image sequences. The neural networks update their weights by Newton-Raphson procedure for minimizing the error measures. Experimental results are presented for validating the proposed approach.

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