Advances in computational stereo
Top Cited Papers
- 4 August 2003
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE)
- Vol. 25 (8) , 993-1008
- https://doi.org/10.1109/tpami.2003.1217603
Abstract
Extraction of three-dimensional structure of a scene from stereo images is a problem that has been studied by the computer vision community for decades. Early work focused on the fundamentals of image correspondence and stereo geometry. Stereo research has matured significantly throughout the years and many advances in computational stereo continue to be made, allowing stereo to be applied to new and more demanding problems. We review recent advances in computational stereo, focusing primarily on three important topics: correspondence methods, methods for occlusion, and real-time implementations. Throughout, we present tables that summarize and draw distinctions among key ideas and approaches. Where available, we provide comparative analyses and we make suggestions for analyses yet to be done.Keywords
This publication has 61 references indexed in Scilit:
- Fast approximate energy minimization via graph cutsPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2001
- Dense disparity estimation with a divide-and-conquer disparity space image techniqueIEEE Transactions on Multimedia, 1999
- Ordinal measures for image correspondencePublished by Institute of Electrical and Electronics Engineers (IEEE) ,1998
- Stereo matching as a nearest-neighbor problemPublished by Institute of Electrical and Electronics Engineers (IEEE) ,1998
- Bias in robust estimation caused by discontinuities and multiple structuresPublished by Institute of Electrical and Electronics Engineers (IEEE) ,1997
- A Maximum Likelihood Stereo AlgorithmComputer Vision and Image Understanding, 1996
- A stereo matching algorithm with an adaptive window: theory and experimentPublished by Institute of Electrical and Electronics Engineers (IEEE) ,1994
- A parallel stereo algorithm that produces dense depth maps and preserves image featuresMachine Vision and Applications, 1993
- The Warp machine on NavlabPublished by Institute of Electrical and Electronics Engineers (IEEE) ,1991
- Direct evidence for occlusion in stereo and motionImage and Vision Computing, 1990