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CVPR
2010
IEEE
15 years 5 months ago
"Lattice Cut" - Constructing superpixels using layer constraints
Unsupervised over-segmentation of an image into superpixels is a common preprocessing step for image parsing algorithms. Superpixels are used as both regions of support for featur...
Alastair Moore, Simon Prince
108
Voted
CVPR
2010
IEEE
15 years 9 months ago
Simultaneous Foreground, Background, and Alpha Estimation for Image Matting
Image matting is the process of extracting a soft segmentation of an object in an image as defined by the matting equation. Most current techniques focus largely on computing the ...
Bryan Price, Bryan Morse, Scott Cohen
CVPR
2010
IEEE
15 years 7 months ago
Motion Estimation with Non-Local Total Variation Regularization
State-of-the-art motion estimation algorithms suffer from three major problems: Poorly textured regions, occlusions and small scale image structures. Based on the Gestalt principle...
Manuel Werlberger, Thomas Pock, Horst Bischof
101
Voted
CVPR
2010
IEEE
15 years 6 months ago
Analysis of Light Transport in Scattering Media
We propose a new method to analyze light transport in homogeneous scattering media. The incident light undergoes multiple bounces in translucent objects, and produces a complex li...
Yasuhiro Mukaigawa, Yasushi Yagi, Ramesh Raskar
93
Voted
CVPR
2010
IEEE
15 years 5 months ago
Visual Recognition using Mappings that Replicate Margins
We consider the problem of learning to map between two vector spaces given pairs of matching vectors, one from each space. This problem naturally arises in numerous vision problem...
Lior Wolf, Nathan Manor