We present a new graph-theoretic approach to the problem of image segmentation. Our method uses local criteria and yet produces results that reflect global properties of the image...
Computer Vision Center and Autonomous University of Barcelona,
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José M. Álvarez received his B.Sc. degree in Telecommunications (2000), as well as his M.Sc. degree in Telecommunications (2005) from La Salle School of Engineering at Ramon Llu...
We consider the problem of multi-label, supervised image segmentation when an initial labeling of some pixels is given. In this paper, we propose a new generative image segmentatio...
Tae Hoon Kim (Seoul National University), Kyoung M...
I am a PhD student at the Visual Geometry Group, University of Oxford. I am supervised by Prof. Andrew Zisserman and Prof. Andrew Blake. Before coming to Oxford , I spent four amaz...
Many interactive image segmentation approaches use an objective function which includes appearance models as an unknown variable. Since the resulting optimization problem is NP-har...
User-provided object bounding box is a simple and
popular interaction paradigm considered by many existing
interactive image segmentation frameworks. However,
these frameworks t...
Victor Lempitsky, Pushmeet Kohli, Carsten Rother, ...
We consider a class of region-based energies for image
segmentation and inpainting which combine region integrals
with curvature regularity of the region boundary. To
minimize s...
The code is a (good, in my opinion) implementation of a segmentation engine based on normalised cuts (a spectral clustering algorithm) and a pixel affinity matrix calculation algor...