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Contrast Invariant and Affine sub-pixel Optical Flow

Sabater, Neus and Leprince, Sébastien and Avouac, Jean-Philippe (2012) Contrast Invariant and Affine sub-pixel Optical Flow. In: 19th IEEE International Conference on Image Processing (ICIP). IEEE , Piscataway, NJ, pp. 53-56. ISBN 978-1-4673-2534-9 . http://resolver.caltech.edu/CaltechAUTHORS:20130822-143835676

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Abstract

This paper presents the Contrast Invariant and Affine Optical Flow (CIAO), a dense area-based sub-pixel image matching algorithm. CIAO does not force the estimated disparity field between two images to be smooth and allows for contrast and brightness changes. It is robust to drastic changes in the images' content thanks to an adaptive weighting of the neighboring pixels. In addition, the proposed model considers local affine displacements instead of simpler translations. CIAO proves particularly useful to extract high quality, high accuracy, and high density disparity maps from pairs of stereoscopic images. Comparative results with real and synthetic data are provided.


Item Type:Book Section
Related URLs:
URLURL TypeDescription
http://dx.doi.org/10.1109/ICIP.2012.6466793 DOIArticle
http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6466793PublisherArticle
Additional Information:© 2012 IEEE. This work was supported by the Keck Institute for Space Studies and by the Gordon and Betty Moore Foundation.
Group:Keck Institute for Space Studies, Seismological Laboratory
Funders:
Funding AgencyGrant Number
Keck Institute for Space Studies (KISS)UNSPECIFIED
Gordon and Betty Moore FoundationUNSPECIFIED
Subject Keywords:Optical flow, affine and contrast invariant, remote sensing, Digital Elevation Model (DEM), sub-pixel disparity
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INSPEC Accession Number13356442
Record Number:CaltechAUTHORS:20130822-143835676
Persistent URL:http://resolver.caltech.edu/CaltechAUTHORS:20130822-143835676
Official Citation:Sabater, N.; Leprince, S.; Avouac, J., "Contrast Invariant and Affine sub-pixel Optical Flow," Image Processing (ICIP), 2012 19th IEEE International Conference on , vol., no., pp.53,56, Sept. 30 2012-Oct. 3 2012 doi: 10.1109/ICIP.2012.6466793
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:40913
Collection:CaltechAUTHORS
Deposited By: Tony Diaz
Deposited On:23 Aug 2013 19:32
Last Modified:11 Jun 2015 13:57

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