3D scene reconstruction system with hand-held stereo cameras

Sang Un Yun, Dongbo Min, Kwanghoon Sohn

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

7 Citations (Scopus)

Abstract

3D scene modeling is a challenging problem and has been one of the most important research topic for many years. In this paper, we describe the 3D scene reconstruction system that creates 3D models with multiple stereo image pairs acquired by hand-held device. Our algorithm consists of the following two steps, which is depth reconstruction and model registration. In the first part, we obtain the depth map with stereo matching and camera geometry in each view. The algorithm is based on adaptive window methods in hierarchical frameworks. In the second part, we use SIFT feature to estimate the camera motion. LMedS algorithm reduces the effect of outliers in this process. Experimental results show that the proposed algorithm provides accurate disparity map in various types of images, and the 3D model of real world's scene.

Original languageEnglish
Title of host publicationProceedings of 3DTV-CON
DOIs
Publication statusPublished - 2007 Dec 1
Event1st International Conference on 3DTV, 3DTV-CON 2007 - Kos, Greece
Duration: 2007 May 72007 May 9

Publication series

NameProceedings of 3DTV-CON

Other

Other1st International Conference on 3DTV, 3DTV-CON 2007
CountryGreece
CityKos
Period07/5/707/5/9

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications
  • Computer Vision and Pattern Recognition
  • Communication

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  • Cite this

    Yun, S. U., Min, D., & Sohn, K. (2007). 3D scene reconstruction system with hand-held stereo cameras. In Proceedings of 3DTV-CON [4379475] (Proceedings of 3DTV-CON). https://doi.org/10.1109/3DTV.2007.4379475