Surface reconstruction with multiresolution discontinuity analysis

Ngai Fong Law, R. Chung

Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

1 Citation (Scopus)

Abstract

The goal of surface reconstruction is to reconstruct a smooth surface while avoiding smoothing out discontinuities. In this paper, a new algorithm for surface reconstruction is proposed which can locate and identify discontinuities while reconstructing a smooth surface from a set of sparse and irregularly spaced depth measurements. This algorithm uses the wavelet transform technique to induce a multiresolution approach for recovering discontinuities. In particular, the wavelet modulus maxima representation is used which allows correlation between wavelet coefficients at different scales. These correlations can be used for feature correspondence across scales. By using this multiresolution information, the estimation of locations of discontinuities is refined. The performance of the algorithm is investigated and compared with a recently published bending moment-based algorithm. It can be seen that our approach can locate and preserve discontinuities while ensuring smoothness in most of the regions.
Original languageEnglish
Title of host publicationComputer Vision - ECCV 1998 - 5th European Conference on Computer Vision, Proceedings
PublisherSpringer Verlag
Pages202-214
Number of pages13
ISBN (Print)3540646132, 9783540646136
DOIs
Publication statusPublished - 1 Jan 1998
Externally publishedYes
Event5th European Conference on Computer Vision, ECCV 1998 - Freiburg, Germany
Duration: 2 Jun 19986 Jun 1998

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume1407
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference5th European Conference on Computer Vision, ECCV 1998
CountryGermany
CityFreiburg
Period2/06/986/06/98

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

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