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Learning conditional random fields for stereo
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 …
boundaries. Most methods impose heuristic restrictions or priors on disparities, for example …
A layered stereo matching algorithm using image segmentation and global visibility constraints
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 …
assuming that disparity varies smoothly inside a segment of homogeneous colour and depth …
Cost aggregation and occlusion handling with WLS in stereo matching
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 …
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
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 …
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 …
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 …
results in the neighborhood of depth discontinuities remains a challenge. Moreover, among …
Tensor voting
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 …
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 …
based stereo and dynamic programming on a tree approaches. Instead of formulating an …
A layered stereo algorithm using image segmentation and global visibility constraints
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 …
large untextured regions and precise localization of depth boundaries. Each segment is …
Region-based progressive stereo matching
A novel region-based progressive stereo matching algorithm is presented. It combines the
strengths of previous region-based and progressive approaches. The progressive …
strengths of previous region-based and progressive approaches. The progressive …