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05/06/2019
Simulating CRF with CNN for CNN
Combining CNN with CRF for modeling dependencies between pixel labels is...
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09/13/2018
Efficient Graph Cut Optimization for Full CRFs with Quantized Edges
Fully connected pairwise Conditional Random Fields (Full-CRF) with Gauss...
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07/18/2018
Location Augmentation for CNN
CNNs have made a tremendous impact on the field of computer vision in th...
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03/30/2017
Efficient optimization for Hierarchically-structured Interacting Segments (HINTS)
We propose an effective optimization algorithm for a general hierarchica...
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02/02/2016
A-expansion for multiple "hedgehog" shapes
Overlapping colors and cluttered or weak edges are common segmentation p...
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11/08/2013
Submodularization for Quadratic Pseudo-Boolean Optimization
Many computer vision problems require optimization of binary non-submodu...
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11/07/2013