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Reliability-based 3D reconstruction in real environment

Published: 29 September 2007 Publication History

Abstract

We present a practical 3D reconstruction method that guarantees robust visual hull construction in real environments where segmentation errors and occlusion exist. The proposed method consists of foreground extraction and reliability-based shape-from-silhouette, and they are connected by the intra-/inter-silhouette reliabilities. In foreground extraction, all regions are classified into four categories based on their intra-reliabilities. Then the reliability-based shape-from-silhouette technique reconstructs a visual hull by carving a 3D space based on the intra-/inter-silhouette reliabilities. The proposed method provides a reliable visual hull in real environments without much increment of the system complexity compared with conventional systems.

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Cited By

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  • (2011)Visual Hull from Imprecise Polyhedral SceneProceedings of the 2011 International Conference on 3D Imaging, Modeling, Processing, Visualization and Transmission10.1109/3DIMPVT.2011.28(164-171)Online publication date: 16-May-2011
  • (2009)Toward cinematizing our daily livesMultimedia Tools and Applications10.1007/s11042-009-0274-z44:1(87-110)Online publication date: 1-Aug-2009

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cover image ACM Conferences
MM '07: Proceedings of the 15th ACM international conference on Multimedia
September 2007
1115 pages
ISBN:9781595937025
DOI:10.1145/1291233
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Published: 29 September 2007

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View all
  • (2011)Visual Hull from Imprecise Polyhedral SceneProceedings of the 2011 International Conference on 3D Imaging, Modeling, Processing, Visualization and Transmission10.1109/3DIMPVT.2011.28(164-171)Online publication date: 16-May-2011
  • (2009)Toward cinematizing our daily livesMultimedia Tools and Applications10.1007/s11042-009-0274-z44:1(87-110)Online publication date: 1-Aug-2009

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