-
3
-
-
33746015928
-
Current methods in the automatic tissue segmentation of 3D magnetic resonance brain images
-
1
-
AWC Liew H Yan 2006 Current methods in the automatic tissue segmentation of 3D magnetic resonance brain images Curr Med Imaging Rev 2 1 91 103
-
(2006)
Curr Med Imaging Rev
, vol.2
, pp. 91-103
-
-
Liew, A.W.C.1
Yan, H.2
-
5
-
-
0033181293
-
Adaptive fuzzy segmentation of magnetic resonance images
-
9
-
D Pham J Prince 1999 Adaptive fuzzy segmentation of magnetic resonance images IEEE Trans Med Imaging 18 9 737 752
-
(1999)
IEEE Trans Med Imaging
, vol.18
, pp. 737-752
-
-
Pham, D.1
Prince, J.2
-
6
-
-
0034745001
-
Segmentation of brain MR images through a hidden Markov random field model and the expectation maximization algorithm
-
1
-
Y Zhang M Brady SM Smith 2001 Segmentation of brain MR images through a hidden Markov random field model and the expectation maximization algorithm IEEE Trans Med Imaging 20 1 45 57
-
(2001)
IEEE Trans Med Imaging
, vol.20
, pp. 45-57
-
-
Zhang, Y.1
Brady, M.2
Smith, S.M.3
-
8
-
-
0141857203
-
An adaptive spatial fuzzy clustering algorithm for 3d MR image segmentation
-
9
-
AWC Liew H Yan 2003 An adaptive spatial fuzzy clustering algorithm for 3d MR image segmentation IEEE Trans Med Imaging 22 9 1063 1075
-
(2003)
IEEE Trans Med Imaging
, vol.22
, pp. 1063-1075
-
-
Liew, A.W.C.1
Yan, H.2
-
10
-
-
0026925678
-
A comparison of neural network and fuzzy clustering techniques in segmenting magnetic resonance images of the brain
-
5
-
L Hall A Bensaid L Clarke R Velthuizen M Silbiger J Bezdek 1992 A comparison of neural network and fuzzy clustering techniques in segmenting magnetic resonance images of the brain IEEE Trans Med Imaging 3 5 672 682
-
(1992)
IEEE Trans Med Imaging
, vol.3
, pp. 672-682
-
-
Hall, L.1
Bensaid, A.2
Clarke, L.3
Velthuizen, R.4
Silbiger, M.5
Bezdek, J.6
-
11
-
-
0030374184
-
A comparison of Hopfield neural network and Boltzmann machine in segmenting MR images of the brain
-
6
-
R Sammouda N Niki H Nishitani 1996 A comparison of Hopfield neural network and Boltzmann machine in segmenting MR images of the brain IEEE Trans Nucl Sci 43 6 3361 3369
-
(1996)
IEEE Trans Nucl Sci
, vol.43
, pp. 3361-3369
-
-
Sammouda, R.1
Niki, N.2
Nishitani, H.3
-
14
-
-
25844489923
-
MRI fuzzy segmentation of brain tissue using neighborhood attraction with neural-network optimization
-
3
-
S Shen W Sandham M Granat A Sterr 2005 MRI fuzzy segmentation of brain tissue using neighborhood attraction with neural-network optimization IEEE Trans Med Imaging 9 3 459 467
-
(2005)
IEEE Trans Med Imaging
, vol.9
, pp. 459-467
-
-
Shen, S.1
Sandham, W.2
Granat, M.3
Sterr, A.4
-
15
-
-
0027752253
-
Knowledge-based classification and tissue labeling of MR images of human brain
-
4
-
C Li D Goldgof L Hall 1993 Knowledge-based classification and tissue labeling of MR images of human brain IEEE Trans Med Imaging 12 4 740 750
-
(1993)
IEEE Trans Med Imaging
, vol.12
, pp. 740-750
-
-
Li, C.1
Goldgof, D.2
Hall, L.3
-
18
-
-
0031060807
-
Computerized tumor boundary detection using a hopfield neural network
-
1
-
Y Zhu Z Yan 1997 Computerized tumor boundary detection using a hopfield neural network IEEE Trans Med Imaging 16 1 55 67
-
(1997)
IEEE Trans Med Imaging
, vol.16
, pp. 55-67
-
-
Zhu, Y.1
Yan, Z.2
-
19
-
-
84937392754
-
An adaptive level set method for medical image segmentation
-
Davis, CA, USA
-
Droske M, Meyer B, Rumpf M, Schaller C (2001) An adaptive level set method for medical image segmentation. In: Proceedings of 17th international conference information processing in medical imaging (IPMI). Davis, CA, USA, pp 416-422
-
(2001)
Proceedings of 17th International Conference Information Processing in Medical Imaging (IPMI)
, pp. 416-422
-
-
Droske, M.1
Meyer, B.2
Rumpf, M.3
Schaller, C.4
-
20
-
-
0345686516
-
Interactive, GPU-based level sets for 3D segmentation
-
Springer, Montreal, QC, Canada
-
Lefohn AE, Cates JE, Whitaker RT (2003) Interactive, GPU-based level sets for 3D segmentation. In: Proceedings of medical image computing and computer-assisted intervention (MICCAI). Springer, Montreal, QC, Canada, pp 564-572
-
(2003)
Proceedings of Medical Image Computing and Computer-assisted Intervention (MICCAI)
, pp. 564-572
-
-
Lefohn, A.E.1
Cates, J.E.2
Whitaker, R.T.3
-
22
-
-
0036088194
-
Combining discriminant models with new multi-class SVMs
-
2
-
Y Guermeur 2002 Combining discriminant models with new multi-class SVMs Pattern Anal Appl 5 2 168 179
-
(2002)
Pattern Anal Appl
, vol.5
, pp. 168-179
-
-
Guermeur, Y.1
-
23
-
-
4043143546
-
Reducing the classification cost of support vector classifiers through an ROC-based reject rule
-
2
-
F Tortorella 2004 Reducing the classification cost of support vector classifiers through an ROC-based reject rule Pattern Anal Appl 7 2 128 143
-
(2004)
Pattern Anal Appl
, vol.7
, pp. 128-143
-
-
Tortorella, F.1
-
24
-
-
4043078519
-
A decision based one-against-one method for multi-class support vector machine
-
2
-
R Debnath N Takahide H Takahashi 2004 A decision based one-against-one method for multi-class support vector machine Pattern Anal Appl 7 2 164 175
-
(2004)
Pattern Anal Appl
, vol.7
, pp. 164-175
-
-
Debnath, R.1
Takahide, N.2
Takahashi, H.3
-
25
-
-
34547399424
-
An analysis of how training data complexity affects the nearest neighbor classifiers
-
3
-
JS Sánchez RA Mollineda JM Sotoca 2007 An analysis of how training data complexity affects the nearest neighbor classifiers Pattern Anal Appl 10 3 189 201
-
(2007)
Pattern Anal Appl
, vol.10
, pp. 189-201
-
-
Sánchez, J.S.1
Mollineda, R.A.2
Sotoca, J.M.3
-
26
-
-
34547411882
-
Sparse least squares support vector training in the reduced empirical feature space
-
3
-
S Abe 2007 Sparse least squares support vector training in the reduced empirical feature space Pattern Anal Appl 10 3 203 214
-
(2007)
Pattern Anal Appl
, vol.10
, pp. 203-214
-
-
Abe, S.1
-
27
-
-
35248843586
-
Exploiting computer resources for fast nearest neighbor classification
-
4
-
JR Herrero JJ Navarro 2007 Exploiting computer resources for fast nearest neighbor classification Pattern Anal Appl 10 4 265 275
-
(2007)
Pattern Anal Appl
, vol.10
, pp. 265-275
-
-
Herrero, J.R.1
Navarro, J.J.2
-
28
-
-
27544458737
-
A monte carlo evaluation of the moving method, k-means and two self-organising neural networks
-
2
-
EW Tyree JA Long 1998 A monte carlo evaluation of the moving method, k-means and two self-organising neural networks Pattern Anal Appl 1 2 79 90
-
(1998)
Pattern Anal Appl
, vol.1
, pp. 79-90
-
-
Tyree, E.W.1
Long, J.A.2
-
29
-
-
4043077037
-
A new cluster validity measure and its application to image compression
-
2
-
CH Chou MC Su E Lai 2004 A new cluster validity measure and its application to image compression Pattern Anal Appl 7 2 205 220
-
(2004)
Pattern Anal Appl
, vol.7
, pp. 205-220
-
-
Chou, C.H.1
Su, M.C.2
Lai, E.3
-
30
-
-
27844593269
-
Unsupervised learning of arbitrarily shaped clusters using ensembles of gaussian models
-
1-2
-
H Frigui 2005 Unsupervised learning of arbitrarily shaped clusters using ensembles of gaussian models Pattern Anal Appl 8 1-2 32 49
-
(2005)
Pattern Anal Appl
, vol.8
, pp. 32-49
-
-
Frigui, H.1
-
31
-
-
31944437793
-
Dynamic clustering using particle swarm optimization with application in image segmentation
-
4
-
MGH Omran A Salman AP Engelbrecht 2006 Dynamic clustering using particle swarm optimization with application in image segmentation Pattern Anal Appl 8 4 332 344
-
(2006)
Pattern Anal Appl
, vol.8
, pp. 332-344
-
-
Omran, M.G.H.1
Salman, A.2
Engelbrecht, A.P.3
-
32
-
-
0005977840
-
-
Technical report, Institute for ANC, Edinburgh, UK
-
Seeger M (2001) Learning with labeled and unlabeled data. Technical report, Institute for ANC, Edinburgh, UK. http://www.dai.ed.ac.uk/seeger/papers. html
-
(2001)
Learning with Labeled and Unlabeled Data
-
-
Seeger, M.1
-
33
-
-
33745456231
-
-
Technical Report 1530, Computer Sciences, University of Wisconsin-Madison
-
Zhu X (2005) Semi-supervised learning literature survey. Technical Report 1530, Computer Sciences, University of Wisconsin-Madison http://www.cs.wisc. edu/~jerryzhu/pub/ssl-survey.pdf
-
(2005)
Semi-supervised Learning Literature Survey
-
-
Zhu, X.1
-
35
-
-
36448962045
-
Manifold regularization: A geometric framework for learning from labeled and unlabeled examples
-
1
-
M Belkin P Niyogi V Sindhwani 2006 Manifold regularization: a geometric framework for learning from labeled and unlabeled examples J Mach Learn Res 1 1 1 48
-
(2006)
J Mach Learn Res
, vol.1
, pp. 1-48
-
-
Belkin, M.1
Niyogi, P.2
Sindhwani, V.3
-
36
-
-
84898988691
-
On Semi-supervised classification
-
MIT Press, Cambridge
-
Krishnapuram B, Williams D, Xue Y, Hartemink A, Carin L, Figueiredo M (2005) On semi-supervised classification. In: Proceedings of advances in neural information processing systems (NIPS). MIT Press, Cambridge, pp 721-728
-
(2005)
Proceedings of Advances in Neural Information Processing Systems (NIPS)
, pp. 721-728
-
-
Krishnapuram, B.1
Williams, D.2
Xue, Y.3
Hartemink, A.4
Carin, L.5
Figueiredo, M.6
-
37
-
-
22944492898
-
Learning with local and global consistency
-
MIT Press, Cambridge
-
Zhou D, Bousquet O, Lal TN, Weston J, Schölkopf B (2003) Learning with local and global consistency. In: Proceedings of advances in neural information processing systems (NIPS). MIT Press, Cambridge, pp 321-328
-
(2003)
Proceedings of Advances in Neural Information Processing Systems (NIPS)
, pp. 321-328
-
-
Zhou, D.1
Bousquet, O.2
Lal, T.N.3
Weston, J.4
Schölkopf, B.5
-
39
-
-
1942484430
-
Semi-supervised learning using Gaussian fields and harmonic functions
-
AAAI Press, Washington, DC, USA
-
Zhu X, Ghahramani Z, Lafferty JD (2003) Semi-supervised learning using Gaussian fields and harmonic functions. In: Proceedings of twentieth international conference of machine learning (ICML). AAAI Press, Washington, DC, USA, pp 912-919
-
(2003)
Proceedings of Twentieth International Conference of Machine Learning (ICML)
, pp. 912-919
-
-
Zhu, X.1
Ghahramani, Z.2
Lafferty, J.D.3
-
43
-
-
35048861507
-
Multi-label image segmentation for medical applications based on graph-theoretic electrical potentials
-
Grady L, Funka-Lea G (2004) Multi-label image segmentation for medical applications based on graph-theoretic electrical potentials. In: Proceedings of ECCV workshops on CVAMIA and MMBIA, pp 230-245
-
(2004)
Proceedings of ECCV Workshops on CVAMIA and MMBIA
, pp. 230-245
-
-
Grady, L.1
Funka-Lea, G.2
-
44
-
-
0036989044
-
Computer vision and pattern recognition techniques for 2-D and 3-D MR cerebral cortical segmentation (part i): A state-of-the-art review
-
1
-
JS Suri S Singh L Reden 2002 Computer vision and pattern recognition techniques for 2-D and 3-D MR cerebral cortical segmentation (part i): a state-of-the-art review Pattern Anal Appl 5 1 46 76
-
(2002)
Pattern Anal Appl
, vol.5
, pp. 46-76
-
-
Suri, J.S.1
Singh, S.2
Reden, L.3
-
45
-
-
0036989044
-
Computer vision and pattern recognition techniques for 2-D and 3-D MR cerebral cortical segmentation (part i): A state-of-the-art review
-
1
-
JS Suri S Singh L Reden 2002 Computer vision and pattern recognition techniques for 2-D and 3-D MR cerebral cortical segmentation (part i): a state-of-the-art review Pattern Anal Appl 5 1 77 98
-
(2002)
Pattern Anal Appl
, vol.5
, pp. 77-98
-
-
Suri, J.S.1
Singh, S.2
Reden, L.3
-
46
-
-
49449091830
-
the use of unlabeled data in predictive modeling
-
Liang F, Mukherjee S, West M (2007) The use of unlabeled data in predictive modeling. Stat Sci 22(2):189-205
-
(2007)
Stat Sci
, vol.22
, Issue.2
, pp. 189-205
-
-
Liang, F.1
Mukherjee, S.2
West, M.3
-
47
-
-
0038381649
-
Statistical modeling and conceptualization of visual patterns
-
6
-
S Zhu 2003 Statistical modeling and conceptualization of visual patterns IEEE Trans Pattern Anal Mach Intell 25 6 691 712
-
(2003)
IEEE Trans Pattern Anal Mach Intell
, vol.25
, pp. 691-712
-
-
Zhu, S.1
-
48
-
-
0021518209
-
Stochastic relaxation, gibbs distributions, and the Bayesian restoration of images
-
6
-
S German D German 1984 Stochastic relaxation, gibbs distributions, and the Bayesian restoration of images IEEE Trans Pattern Anal Mach Intell 6 6 721 742
-
(1984)
IEEE Trans Pattern Anal Mach Intell
, vol.6
, pp. 721-742
-
-
German, S.1
German, D.2
-
49
-
-
0030153642
-
Deformable models in medical image analysis: A survey
-
2
-
T [tmp] McInerney D Terzopoulos 1996 Deformable models in medical image analysis: a survey Med Image Anal 1 2 91 108
-
(1996)
Med Image Anal
, vol.1
, pp. 91-108
-
-
McInerney, T.1
Terzopoulos, D.2
-
50
-
-
0032028944
-
Snakes, shapes and gradient vector flow
-
3
-
C Xu JL Prince 1998 Snakes, shapes and gradient vector flow IEEE Trans Image Process 7 3 359 369
-
(1998)
IEEE Trans Image Process
, vol.7
, pp. 359-369
-
-
Xu, C.1
Prince, J.L.2
-
52
-
-
0034844730
-
Interactive graph cuts for optimal boundary and region segmentation of objects in n-d images
-
IEEE Computer Society, Vancouver, B.C., Canada
-
Boykov Y, Jolly MP (2001) Interactive graph cuts for optimal boundary and region segmentation of objects in n-d images. In: Proceedings of IEEE international conference on computer vision (ICCV), vol I. IEEE Computer Society, Vancouver, B.C., Canada, pp 105-112
-
(2001)
Proceedings of IEEE International Conference on Computer Vision (ICCV)
, vol.1
, pp. 105-112
-
-
Boykov, Y.1
Jolly, M.P.2
-
55
-
-
12844262766
-
"grab cut": Interactive foreground extraction using iterated graph cuts
-
3
-
C Rother V Kolmogorov A Blake 2004 "Grab cut": interactive foreground extraction using iterated graph cuts ACM Trans Graph 23 3 309 314
-
(2004)
ACM Trans Graph
, vol.23
, pp. 309-314
-
-
Rother, C.1
Kolmogorov, V.2
Blake, A.3
-
61
-
-
0003319647
-
Introduction to Gaussian processes
-
Springer, Berlin
-
MacKay DJC (1998). In: Introduction to Gaussian processes. NATO ASI, vol 168. Springer, Berlin, pp 133-165
-
(1998)
NATO ASI
, vol.168
, pp. 133-165
-
-
MacKay, D.J.C.1
-
62
-
-
0003365565
-
Spectral graph theory
-
American Mathematical Society, Providence
-
Chung F (1997) Spectral graph theory. Number 92 in CBMS regional conference series in mathematics. American Mathematical Society, Providence
-
(1997)
CBMS Regional Conference Series in Mathematics
, vol.92
-
-
Chung, F.1
-
67
-
-
33845339640
-
A framework of fuzzy information fusion for the segmentation of brain tumor tissues on mr images
-
2
-
W Dou S Ruan Y Chen D Bloyet JM Constans 2007 A framework of fuzzy information fusion for the segmentation of brain tumor tissues on mr images Image Vis Comput 25 2 164 171
-
(2007)
Image Vis Comput
, vol.25
, pp. 164-171
-
-
Dou, W.1
Ruan, S.2
Chen, Y.3
Bloyet, D.4
Constans, J.M.5
-
69
-
-
36048992886
-
General tensor discriminant analysis and gabor features for gait recognition
-
10
-
D Tao X Li X Wu SJ Maybank 2007 General tensor discriminant analysis and gabor features for gait recognition IEEE Trans Pattern Anal Mach Intell 29 10 1700 1715
-
(2007)
IEEE Trans Pattern Anal Mach Intell
, vol.29
, pp. 1700-1715
-
-
Tao, D.1
Li, X.2
Wu, X.3
Maybank, S.J.4
-
70
-
-
36148990993
-
Supervised tensor learning
-
Tao D, Li X, Hu W, Maybank SJ, Wu X (2007) Supervised tensor learning. Knowl Inf Syst 13(1):1-42
-
(2007)
Knowl Inf Syst
, vol.13
, Issue.1
, pp. 1-42
-
-
Tao, D.1
Li, X.2
Hu, W.3
Maybank, S.J.4
Wu, X.5
|