Optimized aperture for estimating depth from projector's defocus

Hiroshi Kawasaki, Yuki Horita, Hitoshi Masuyama, Satoshi Ono, Makoto Kimura, Yasuo Takane

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)

Abstract

This paper proposes a method for designing a coded aperture, which is installed in a projector for active depth measurement. The aperture design is achieved by genetic algorithm. In this paper, a system for depth measurement using projector and camera system is introduced. The system involves a prototype projector with a coded aperture which is used to reconstruct a shape using Depth from Defocus (DfD) technique. Then, we propose a method to create a coded aperture to achieve the best performance on depth measurement. We also propose an efficient calibration technique on defocus parameters and a cost function for DfD to improve the accuracy and the robustness. Experimental results show that the proposed method can create an aperture pattern using simulation considering noise for fitness calculation. Evaluations are conducted to confirm that the proposed pattern is better than other patterns with our depth measurement algorithm.

Original languageEnglish
Title of host publicationProceedings - 2013 International Conference on 3D Vision, 3DV 2013
Pages135-142
Number of pages8
DOIs
Publication statusPublished - Oct 28 2013
Externally publishedYes
Event2013 International Conference on 3D Vision, 3DV 2013 - Seattle, WA, United States
Duration: Jun 29 2013Jul 1 2013

Other

Other2013 International Conference on 3D Vision, 3DV 2013
CountryUnited States
CitySeattle, WA
Period6/29/137/1/13

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All Science Journal Classification (ASJC) codes

  • Computer Vision and Pattern Recognition

Cite this

Kawasaki, H., Horita, Y., Masuyama, H., Ono, S., Kimura, M., & Takane, Y. (2013). Optimized aperture for estimating depth from projector's defocus. In Proceedings - 2013 International Conference on 3D Vision, 3DV 2013 (pp. 135-142). [6599069] https://doi.org/10.1109/3DV.2013.26