Three-dimensional water-flow reconstruction by stereo cameras

Tzu Lun Weng, Yung Nien Sun

Research output: Contribution to journalArticlepeer-review

Abstract

This paper presents a 3-D water-flow reconstruction algorithm for use on stereo-camera systems. It contains two major contributions. The first is the stereo-camera calibration method. A vanishing line is used to get a closed-form solution of the parameters of one camera and then the bicamera parameters are recursively updated for more precise results. The second contribution is the stereo matching of particles in the water flow. The difficulty here is that the correspondence of the maximum-correlation-coefficient method is not right for all water flow particles, because the illumination environment is not uniform and the aperture of the two cameras is different. We use relaxation labeling and template matching to cluster the water particles into group sets and compute the best correspondence of these sets based on epipole and camera geometry. The experimental results are reliable.

Original languageEnglish
Pages (from-to)2922-2930
Number of pages9
JournalOptical Engineering
Volume39
Issue number11
DOIs
Publication statusPublished - 2000 Nov 1

All Science Journal Classification (ASJC) codes

  • Atomic and Molecular Physics, and Optics
  • Engineering(all)

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