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Dynamic programming for multi-view disparity/depth estimation

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

Original languageEnglish
Title of host publication2006 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2006) Toulouse, France
Publisher or commissioning bodyInstitute of Electrical and Electronics Engineers (IEEE)
Publication dateMay 2006
Pages269 - 272
Number of pages4
Volume2
ISBN (Print)142440469X
DOIs
StatePublished

Publication series

Name
ISSN (Print)15206149

Conference

ConferenceInternational Conference on Acoustics, Speech and Signal Processing
CountryFrance
CityToulouse
Period1/05/06 → …

Abstract

A novel algorithm for disparity/depth estimation from multi-view images is presented. A dynamic programming approach with window-based correlation and a novel cost function is proposed. The smoothness of disparity/depth map is embedded in dynamic programming approach, whilst the window-based correlation increases reliability. The enhancement methods are included, i.e. adaptive window size and shiftable window are used to increase reliability in homogenous areas and to increase sharpness at object boundaries. First, the algorithms estimate depth maps along a single camera axis. The algorithms exploits then combines the depth estimates from different axis to derive a suitable depth map for multi-view images. The proposed scheme outperforms existing approaches in parallel and in the non-parallel camera configurations

Additional information

Rose publication type: Conference contribution Terms of use: Copyright © 2006 IEEE. Reprinted from IEEE International Conference on Acoustics, Speech and Signal Processing, 2006 (ICASSP 2006). This material is posted here with permission of the IEEE. Such permission of the IEEE does not in any way imply IEEE endorsement of any of the University of Bristol's products or services. Internal or personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution must be obtained from the IEEE by writing to pubs-permissions@ieee.org. By choosing to view this document, you agree to all provisions of the copyright laws protecting it.

Event

International Conference on Acoustics, Speech and Signal Processing

Duration1 May 2006 → …
CountryFrance
CityToulouse

Event: Conference

Documents

Documents

  • Anantrasirichai

    Author final version (often known as postprint) , 160 KB, PDF-document

    16/04/13

DOI

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