Learning conditional random fields for stereo

D Scharstein, C Pal - 2007 IEEE conference on computer vision …, 2007 - ieeexplore.ieee.org
State-of-the-art stereo vision algorithms utilize color changes as important cues for object
boundaries. Most methods impose heuristic restrictions or priors on disparities, for example …

A layered stereo matching algorithm using image segmentation and global visibility constraints

M Bleyer, M Gelautz - ISPRS Journal of Photogrammetry and remote …, 2005 - Elsevier
This work describes a stereo algorithm that takes advantage of image segmentation,
assuming that disparity varies smoothly inside a segment of homogeneous colour and depth …

Cost aggregation and occlusion handling with WLS in stereo matching

D Min, K Sohn - IEEE Transactions on Image Processing, 2008 - ieeexplore.ieee.org
This paper presents a novel method for cost aggregation and occlusion handling for stereo
matching. In order to estimate optimal cost, given a per-pixel difference image as observed …

Graph-cut-based stereo matching using image segmentation with symmetrical treatment of occlusions

M Bleyer, M Gelautz - Signal Processing: Image Communication, 2007 - Elsevier
This paper describes a dense stereo matching algorithm for epipolar rectified images. The
method applies colour segmentation on the reference image. Our basic assumptions are …

Local stereo matching with segmentation-based outlier rejection

M Gerrits, P Bekaert - … on Computer and Robot Vision (CRV'06), 2006 - ieeexplore.ieee.org
We present a new window-based stereo matching algorithm which focuses on robust outlier
rejection during aggregation. The main difficulty for window-based methods lies in …

Surfaces with occlusions from layered stereo

MH Lin, C Tomasi - 2003 IEEE Computer Society Conference …, 2003 - ieeexplore.ieee.org
Although steady progress has been made in recent stereo algorithms, producing accurate
results in the neighborhood of depth discontinuities remains a challenge. Moreover, among …

Tensor voting

P Mordohai, G Medioni - … Voting: A Perceptual Organization Approach to …, 2006 - Springer
Methods Based on Local Interactions. Shashua and Ullman [99] first addressed the issue of
structural saliency and how prominent curves are formed from tokens that are not salient in …

Region-tree based stereo using dynamic programming optimization

C Lei, J Selzer, YH Yang - 2006 IEEE Computer Society …, 2006 - ieeexplore.ieee.org
In this paper, we present a novel stereo algorithm that combines the strengths of region-
based stereo and dynamic programming on a tree approaches. Instead of formulating an …

A layered stereo algorithm using image segmentation and global visibility constraints

M Bleyer, M Gelautz - … on Image Processing, 2004. ICIP'04., 2004 - ieeexplore.ieee.org
We propose a new stereo algorithm which uses colour segmentation to allow the handling of
large untextured regions and precise localization of depth boundaries. Each segment is …

Region-based progressive stereo matching

Y Wei, L Quan - Proceedings of the 2004 IEEE Computer …, 2004 - ieeexplore.ieee.org
A novel region-based progressive stereo matching algorithm is presented. It combines the
strengths of previous region-based and progressive approaches. The progressive …