Rectification-free multibaseline stereo for non-ideal configurations

Hongdong Li*, Richard Hartley

*Corresponding author for this work

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    2 Citations (Scopus)

    Abstract

    SSSD-based linear multibaseline stereo is an efficient implementation of multi-camera stereo vision system, This efficiency, however, vitally relies on the ideal configuration of all cameras. For dealing with non-ideal configurations, conventional stereo rectification algorithms can be used, but the performances are often still not satisfactory. This paper proposes a new algorithm to process non-ideally configured multibaseline stereo system, which not only avoids the rectification procedure but also remains the efficiency of SSSD at the same time. This is fulfilled by using the idea of tensor transfer used in image-based-rendering area. In particular, the multibaseline stereo is reformulated as a novel-view-synthesis problem. We propose a new concept of tensor-transfer to generate novel views as well as compute the depth map.

    Original languageEnglish
    Title of host publicationImage Analysis and Processing - ICIAP 2005, 13th International Conference, Proceedings
    PublisherSpringer Verlag
    Pages810-817
    Number of pages8
    ISBN (Print)3540288694, 9783540288695
    DOIs
    Publication statusPublished - 2005
    Event13th International Conference on Image Analysis and Processing, ICIAP 2005 - Cagliari, Italy
    Duration: 6 Sept 20058 Sept 2005

    Publication series

    NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
    Volume3617 LNCS
    ISSN (Print)0302-9743
    ISSN (Electronic)1611-3349

    Conference

    Conference13th International Conference on Image Analysis and Processing, ICIAP 2005
    Country/TerritoryItaly
    CityCagliari
    Period6/09/058/09/05

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