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Scene parsing, or semantic segmentation, consists in labeling each pixel in an image with the category of the object it belongs to.
A simple algorithm for finding maximal network flows and an application to the hitchcock problem
L. R. Ford and D. R. Fulkerson · 1955
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On the shortest spanning subtree of a graph and the traveling salesman problem
J. B. Kruskal · 1956
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Geodesic saliency of watershed contours and hierarchical segmentation
L. Najman and M. Schmitt · 1996
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Gradient-based learning applied to document recognition
Y. LeCun, L. Bottou, Y. Bengio, and P. Haffner · 1998
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Interactive graph cuts for optimal boundary & region segmentation of objects in n-d images
Y. Boykov and M. P. Jolly · 2001
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Toward automatic phenotyping of developing embryos from videos
F. Ning, D. Delhomme, Y. LeCun, F. Piano, L. Bottou, and P. Barbano · 2005
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Scale-sets image analysis
L. Guigues, J. P. Cocquerez, and H. L. Men · 2006
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Supervised learning of image restoration with convolutional networks
V. Jain, J. F. Murray, F. Roth, S. Turaga, V. Zhigulin, K. Briggman, M. Helmstaedter, W. Denk, and H. S. Seung · 2007
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Synergistic face detection and pose estimation with energy-based models
M. Osadchy, Y. LeCun, and M. Miller · 2007
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Object recognition by scene alignment
B. Russell, A. Torralba, C. Liu, R. Fergus, and W. Freeman · 2007
Cited alongside, same era.
Learning hybrid models for image annotation with partially labeled data
X. He and R. Zemel · 2008
Cited alongside, same era.
Decomposing a scene into geometric and semantically consistent regions
S. Gould, R. Fulton, and D. Koller · 2009
Cited alongside, same era.
Deep Convolutional Networks for Scene Parsing
D. Grangier, L. Bottou, and R. Collobert · 2009
Cited alongside, same era.
What is the best multi-stage architecture for object recognition?
K. Jarrett, K. Kavukcuoglu, M. Ranzato, and Y. LeCun · 2009
Cited alongside, same era.
Nonparametric scene parsing: Label transfer via dense scene alignment
C. Liu, J. Yuen, and A. Torralba · 2009
Cited alongside, same era.
Efficiently selecting regions for scene understanding
M. Kumar and D. Koller · 2010
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Segmentation, minimum spanning tree and hierarchies
F. Meyer and L. Najman · 2010
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Stacked hierarchical labeling
D. Munoz, J. Bagnell, and M. Hebert · 2010
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Superparsing: scalable nonparametric image parsing with superpixels
J. Tighe and S. Lazebnik · 2010
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Contour Detection and Hierarchical Image Segmentation
P. Arbeláez, M. Maire, C. Fowlkes, and J. Malik · 2011
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Power Watersheds: A Unifying Graph Based Optimization Framework
C. Couprie, L. Grady, L. Najman, and H. Talbot · 2011
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Associative hierarchical CRFs for object class image segmentation
C. Russell, P. H. S. Torr, and P. Kohli · 2009
Cited alongside, same era.
Maximin affinity learning of image segmentation
S. Turaga, K. Briggman, M. Helmstaedter, W. Denk, and H. Seung · 2009
Cited alongside, same era.
Incremental algorithm for hierarchical minimum spanning forests and saliency of watershed cuts
J. Cousty and L. Najman · 2011
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Parsing Natural Scenes and Natural Language with Recursive Neural Networks
R. Socher, C. C. Lin, A. Y. Ng, and C. D. Manning · 2011
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