Paper Title:
A Novel Method of Stereo Camera Calibration Using BP Neural Network
  Abstract

Camera calibration establishes the relationship between 2D coordinates in the image and 3D coordinates in the 3D world. BP neural network can model non-linear relationship, and therefore was used for calibrating camera by avoiding the non-linear factors of the camera in this paper. The calibration results are compared with the results of Tsai’s two stage method. The comparison show that calibration method based BP neural network improved the calibration accuracy.

  Info
Periodical
Edited by
Honghua Tan
Pages
2692-2697
DOI
10.4028/www.scientific.net/AMM.29-32.2692
Citation
J. L. Xiong, J. Y. Xia, X. Q. Xu, Z. Tian, "A Novel Method of Stereo Camera Calibration Using BP Neural Network", Applied Mechanics and Materials, Vols. 29-32, pp. 2692-2697, 2010
Online since
August 2010
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