-
1
-
-
0036647190
-
An efficient k-means clustering algorithm: Analysis and implementation
-
T. Kanungo, D. Mount, N. Netanyahu, C. Piatko, R. Silverman, and A. Wu, "An efficient k-means clustering algorithm: Analysis and implementation," PAMI, vol. 24, pp. 881-892, 2002.
-
(2002)
PAMI
, vol.24
, pp. 881-892
-
-
Kanungo, T.1
Mount, D.2
Netanyahu, N.3
Piatko, C.4
Silverman, R.5
Wu, A.6
-
2
-
-
0036565814
-
Mean shift: A robust approach toward feature space analysis
-
D. Comaniciu and P. Meer, "Mean shift: A robust approach toward feature space analysis," PAMI, vol. 24, pp. 603-619, 2002.
-
(2002)
PAMI
, vol.24
, pp. 603-619
-
-
Comaniciu, D.1
Meer, P.2
-
3
-
-
0036684357
-
Blobworld: Image segmentation using expectation-maximization and its application to image querying
-
C. Carson, S. Belongie, H. Greenspan, and J. Malik, "Blobworld: image segmentation using expectation-maximization and its application to image querying," PAMI, vol. 24, pp. 1026-1038, 2002.
-
(2002)
PAMI
, vol.24
, pp. 1026-1038
-
-
Carson, C.1
Belongie, S.2
Greenspan, H.3
Malik, J.4
-
4
-
-
24644462463
-
Spectral embedding and mincut for image segmentation
-
F. Estrada and A. Jepson, "Spectral embedding and mincut for image segmentation," in BMVC, 2004.
-
(2004)
BMVC
-
-
Estrada, F.1
Jepson, A.2
-
5
-
-
0034244751
-
Normalized cuts and image segmentation
-
J. Shi and J. Malik, "Normalized cuts and image segmentation," PAMI, vol. 22, pp. 888-905, 2000.
-
(2000)
PAMI
, vol.22
, pp. 888-905
-
-
Shi, J.1
Malik, J.2
-
6
-
-
9644254228
-
Efficient graph-based image segmentation
-
P. Felzenszwalb and D. Huttenlocher, "Efficient graph-based image segmentation," IJCV, vol. 59, pp. 167-181, 2004.
-
(2004)
IJCV
, vol.59
, pp. 167-181
-
-
Felzenszwalb, P.1
Huttenlocher, D.2
-
7
-
-
68849129923
-
Benchmarking image segmentation algorithms
-
F. Estrada and A. Jepson, "Benchmarking image segmentation algorithms," IJCV, vol. 85, 2009.
-
(2009)
IJCV
, vol.85
-
-
Estrada, F.1
Jepson, A.2
-
8
-
-
3142665421
-
Correlation clustering
-
N. Bansal, A. Blum, and S. Chawla, "Correlation clustering," Machine Learning, vol. 56, 2004.
-
(2004)
Machine Learning
, vol.56
-
-
Bansal, N.1
Blum, A.2
Chawla, S.3
-
9
-
-
24944537843
-
Large margin methods for structured and independent output variables
-
I. Tsochantaridis, T. Joachims, T. Hofmann, and Y. Altun, "Large margin methods for structured and independent output variables," JMLR, vol. 6, 2005.
-
(2005)
JMLR
, vol.6
-
-
Tsochantaridis, I.1
Joachims, T.2
Hofmann, T.3
Altun, Y.4
-
10
-
-
31844444272
-
Supervised clustering with support vector machines
-
T. Finley and T. Joachims, "Supervised clustering with support vector machines," in ICML, 2005.
-
(2005)
ICML
-
-
Finley, T.1
Joachims, T.2
-
12
-
-
0003878763
-
-
North-Holland, Amsterdam
-
C. Berge, Hypergraphs, North-Holland, Amsterdam, 1989.
-
(1989)
Hypergraphs
-
-
Berge, C.1
-
13
-
-
60649085349
-
Image segmentation as learning on hypergraphs
-
L. Ding and A. Yilmaz, "Image segmentation as learning on hypergraphs," in Proc. ICMAL, 2008.
-
(2008)
Proc. ICMAL
-
-
Ding, L.1
Yilmaz, A.2
-
14
-
-
77049085509
-
Hypergraph cuts and unsupervised representation for image segmentation
-
S. Rital, "Hypergraph cuts and unsupervised representation for image segmentation," Fundamenta Informaticae, vol. 96, pp. 153-179, 2009.
-
(2009)
Fundamenta Informaticae
, vol.96
, pp. 153-179
-
-
Rital, S.1
-
15
-
-
77954526101
-
A multilevel spectral hypergraph partitioning approach for color image segmentation
-
A. Ducournau, S. Rital, A. Bretto, and B. Laget, "A multilevel spectral hypergraph partitioning approach for color image segmentation," in Proc. ICSIPA, 2009.
-
(2009)
Proc. ICSIPA
-
-
Ducournau, A.1
Rital, S.2
Bretto, A.3
Laget, B.4
-
16
-
-
14344260943
-
Learning spectral clustering
-
F. Bach and M. I. Jordan, "Learning spectral clustering," in NIPS, 2003.
-
(2003)
NIPS
-
-
Bach, F.1
Jordan, M.I.2
-
17
-
-
84862599064
-
Learning spectral graph segmentation
-
T. Cour, N. Gogin, and J. Shi, "Learning spectral graph segmentation," in AISTATS, 2005.
-
(2005)
AISTATS
-
-
Cour, T.1
Gogin, N.2
Shi, J.3
-
18
-
-
71149085558
-
Solution stability in linear programming relaxations: Graph partitioning and unsupervised learning
-
S. Nowozin and S. Jegelka, "Solution stability in linear programming relaxations: Graph partitioning and unsupervised learning," in ICML, 2009.
-
(2009)
ICML
-
-
Nowozin, S.1
Jegelka, S.2
-
19
-
-
79953048649
-
Contour detection and hierarchical image segmentation
-
P. Arbeláez, M. Maire, C. Fowlkes, and J. Malik, "Contour detection and hierarchical image segmentation," PAMI, vol. 33, pp. 898-916, 2011.
-
(2011)
PAMI
, vol.33
, pp. 898-916
-
-
Arbeláez, P.1
Maire, M.2
Fowlkes, C.3
Malik, J.4
-
20
-
-
34547216923
-
Recovering surface layout from an image
-
D. Hoiem, A. A. Efros, and M. Hebert, "Recovering surface layout from an image," IJCV, 2007.
-
(2007)
IJCV
-
-
Hoiem, D.1
Efros, A.A.2
Hebert, M.3
-
21
-
-
51949098134
-
Learning class-specific affinities for image labelling
-
D. Batra, R. Sukthankar, and T. Chen, "Learning class-specific affinities for image labelling," in CVPR, 2008.
-
(2008)
CVPR
-
-
Batra, D.1
Sukthankar, R.2
Chen, T.3
-
22
-
-
56449113929
-
Training structural SVMs when exact inference is intractable
-
T. Finley and T. Joachims, "Training structural SVMs when exact inference is intractable," in ICML, 2008.
-
(2008)
ICML
-
-
Finley, T.1
Joachims, T.2
-
23
-
-
85047013878
-
Structured learning with approximate inference
-
A. Kulesza and F. Pereira, "Structured learning with approximate inference," in NIPS, 2007.
-
(2007)
NIPS
-
-
Kulesza, A.1
Pereira, F.2
-
24
-
-
77953205895
-
Decomposing a scene into geometric and semantically consistent regions
-
S. Gould, R. Fulton, and D. Koller, "Decomposing a scene into geometric and semantically consistent regions," in ICCV, 2009.
-
(2009)
ICCV
-
-
Gould, S.1
Fulton, R.2
Koller, D.3
-
26
-
-
33845423382
-
Textonboost: Joint apprearence, shape and context modeling for multi-class object recognition and segmentation
-
J. Shotton, J. Winn, C. Rother, and A. Criminisi, "Textonboost: joint apprearence, shape and context modeling for multi-class object recognition and segmentation," in ECCV, 2006.
-
(2006)
ECCV
-
-
Shotton, J.1
Winn, J.2
Rother, C.3
Criminisi, A.4
-
27
-
-
24644435537
-
Spectral segmentation with multiscale graph decomposition
-
T. Cour, F. Benezit, and J. Shi, "Spectral segmentation with multiscale graph decomposition," in CVPR, 2005.
-
(2005)
CVPR
-
-
Cour, T.1
Benezit, F.2
Shi, J.3
-
28
-
-
84950632109
-
Objective criteria for the evaluation of clustering methods
-
W. M. Rand, "Objective criteria for the evaluation of clustering methods," Journal of the American Statistical Association, vol. 66, pp. 846-850, 1971.
-
(1971)
Journal of the American Statistical Association
, vol.66
, pp. 846-850
-
-
Rand, W.M.1
-
29
-
-
31844440880
-
Computing clusterings: An axiomatic view
-
M. Meila, "Computing clusterings: An axiomatic view," in ICML, 2005.
-
(2005)
ICML
-
-
Meila, M.1
-
30
-
-
21844441702
-
Yet another survey on image segmentation: Region and boundary information integration
-
J. Freixenet, X. Munoz, D. Raba, J. Marti, and X. Cufi, "Yet another survey on image segmentation: Region and boundary information integration," in ECCV, 2002.
-
(2002)
ECCV
-
-
Freixenet, J.1
Munoz, X.2
Raba, D.3
Marti, J.4
Cufi, X.5
-
31
-
-
84898492432
-
Improving spatial support for objects via multiple segmentations
-
T. Malisiewicz and A. A. Efros, "Improving spatial support for objects via multiple segmentations," in BMVC, 2007.
-
(2007)
BMVC
-
-
Malisiewicz, T.1
Efros, A.A.2
-
32
-
-
77955994042
-
Learning full pairwise affinities for spectral segmentation
-
T. Kim, K. Lee, and S. Lee, "Learning full pairwise affinities for spectral segmentation," in CVPR, 2010.
-
(2010)
CVPR
-
-
Kim, T.1
Lee, K.2
Lee, S.3
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