-
1
-
-
61549133072
-
Human-centred intelligent humancomputer interaction (hci2): How far are we from attaining it?
-
M. Pantic, A. Nijholt, A. Pentland, and T. S. Huanag, "Human-centred intelligent humanComputer interaction (HCI2): How far are we from attaining it?" Int. J. Auto. Adapt. Commun. Syst., vol. 1, no. 2, pp. 168-187, 2008.
-
(2008)
Int. J. Auto. Adapt. Commun. Syst
, vol.1
, Issue.2
, pp. 168-187
-
-
Pantic, M.1
Nijholt, A.2
Pentland, A.3
Huanag, T.S.4
-
2
-
-
61549132763
-
Social signal processing: Survey of an emerging domain
-
Nov
-
A. Vinciarelli, M. Pantic, and H. Bourlard, "Social signal processing: Survey of an emerging domain," Image Vis. Comput., vol. 27, no. 12, pp. 1743-1759, Nov. 2009.
-
(2009)
Image Vis. Comput
, vol.27
, Issue.12
, pp. 1743-1759
-
-
Vinciarelli, A.1
Pantic, M.2
Bourlard, H.3
-
3
-
-
57149144228
-
A survey of affect recognition methods: Audio, visual, and spontaneous expressions
-
Jan
-
Z. Zeng, M. Pantic, G. I. Roisman, and T. S. Huang, "A survey of affect recognition methods: Audio, visual, and spontaneous expressions," IEEE Trans. Pattern Anal. Mach. Intell., vol. 31, no. 1, pp. 39-58, Jan. 2009.
-
(2009)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.31
, Issue.1
, pp. 39-58
-
-
Zeng, Z.1
Pantic, M.2
Roisman, G.I.3
Huang, T.S.4
-
4
-
-
33845578797
-
Robust real-time face pose and facial expression recovery
-
Jun
-
Z. Zhu and Q. Ji, "Robust real-time face pose and facial expression recovery," in Proc. IEEE Int. Conf. Comput. Vis. Pattern Recognit., vol. 1. Jun. 2006, pp. 681-688.
-
(2006)
Proc. IEEE Int. Conf. Comput. Vis. Pattern Recognit
, vol.1
, pp. 681-688
-
-
Zhu, Z.1
Ji, Q.2
-
6
-
-
79851512378
-
Local binary patterns for multi-view facial expression recognitio
-
Apr
-
S. Moore and R. Bowden, "Local binary patterns for multi-view facial expression recognitio," Comput. Vis. Image Understand., vol. 115, no. 4, pp. 541-558, Apr. 2011.
-
(2011)
Comput. Vis. Image Understand
, vol.115
, Issue.4
, pp. 541-558
-
-
Moore, S.1
Bowden, R.2
-
7
-
-
77957945753
-
A study of non-frontal-view facial expressions recognition
-
Dec
-
Y. Hu, Z. Zeng, L. Yin, X. Wei, J. Tu, and T. S. Huang, "A study of non-frontal-view facial expressions recognition," in Proc. 19th Int. Conf. Pattern Recognit., Dec. 2008, pp. 1-4.
-
(2008)
Proc. 19th Int. Conf. Pattern Recognit
, pp. 1-4
-
-
Hu, Y.1
Zeng, Z.2
Yin, L.3
Wei, X.4
Tu, J.5
Huang, T.S.6
-
8
-
-
84874561409
-
Multi-view facial expression recognition using local appearance features
-
Nov
-
N. Hesse, T. Gehrig, H. Gao, and H. K. Ekenel, "Multi-view facial expression recognition using local appearance features," in Proc. 21st Int. Conf. Pattern Recognit., Nov. 2012, pp. 3533-3536.
-
Proc. 21st Int. Conf. Pattern Recognit
, vol.2012
, pp. 3533-3536
-
-
Hesse, N.1
Gehrig, T.2
Gao, H.3
Ekenel, H.K.4
-
9
-
-
84879129471
-
Coupled gaussian processes for pose-invariant facial expression recognition
-
Jun
-
O. Rudovic, M. Pantic, and I. Patras, "Coupled Gaussian processes for pose-invariant facial expression recognition," IEEE Trans. Pattern Anal. Mach. Intell., vol. 35, no. 6, pp. 1357-1369, Jun. 2013.
-
(2013)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.35
, Issue.6
, pp. 1357-1369
-
-
Rudovic, O.1
Pantic, M.2
Patras, I.3
-
10
-
-
78149490245
-
Regression-based multiview facial expression recognition
-
Istanbul, Turkey Aug
-
O. Rudovic, I. Patras, and M. Pantic, "Regression-based multiview facial expression recognition," in Proc. 20th Int. Conf. Pattern Recognit. (ICPR), Istanbul, Turkey, Aug. 2010, pp. 4121-4124.
-
(2010)
Proc. 20th Int. Conf. Pattern Recognit. (ICPR)
, pp. 4121-4124
-
-
Rudovic, O.1
Patras, I.2
Pantic, M.3
-
11
-
-
78149309758
-
Emotion recognition from arbitrary view facial images
-
W. Zheng, H. Tang, Z. Lin, and T. S. Huang, "Emotion recognition from arbitrary view facial images," in Proc. Eur. Conf. Comput. Vis., 2010, pp. 490-503.
-
(2010)
Proc. Eur. Conf. Comput. Vis
, pp. 490-503
-
-
Zheng, W.1
Tang, H.2
Lin, Z.3
Huang, T.S.4
-
12
-
-
84867733072
-
Multi-view facial expression recognition analysis with generic sparse coding feature
-
Oct
-
U. Tariq, J. Yang, and T. S. Huang, "Multi-view facial expression recognition analysis with generic sparse coding feature," in Proc. Eur. Conf. Comput. Vis. (ECCV), Oct. 2012, pp. 578-588.
-
(2012)
Proc. Eur. Conf. Comput. Vis. (ECCV)
, pp. 578-588
-
-
Tariq, U.1
Yang, J.2
Huang, T.S.3
-
13
-
-
84866648988
-
Generalized multiview analysis: A discriminative latent space
-
Jun
-
A. Sharma, A. Kumar, H. Daume, and D. W. Jacobs, "Generalized multiview analysis: A discriminative latent space," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., Jun. 2012, pp. 2160-2167.
-
(2012)
Proc. IEEE Conf. Comput. Vis. Pattern Recognit
, pp. 2160-2167
-
-
Sharma, A.1
Kumar, A.2
Daume, H.3
Jacobs, D.W.4
-
14
-
-
84867872669
-
Multi-view discriminant analysis
-
Oct
-
M. Kan, S. Shan, H. Zhang, S. Lao, and X. Chen, "Multi-view discriminant analysis," in Proc. Eur. Conf. Comput. Vis., Oct. 2012, pp. 808-821.
-
(2012)
Proc. Eur. Conf. Comput. Vis
, pp. 808-821
-
-
Kan, M.1
Shan, S.2
Zhang, H.3
Lao, S.4
Chen, X.5
-
15
-
-
77950404059
-
Learning shared latent structure for image synthesis and robotic imitation
-
A. P. Shon, K. Grochow, A. Hertzmann, and R. P. N. Rao, "Learning shared latent structure for image synthesis and robotic imitation," in Proc. Adv. Neural Inf. Process. Syst., vol. 18. 2006, pp. 1233-1240.
-
(2006)
Proc. Adv. Neural Inf. Process. Syst
, vol.18
, pp. 1233-1240
-
-
Shon, A.P.1
Grochow, K.2
Hertzmann, A.3
Rao, R.P.N.4
-
16
-
-
79851480767
-
-
Ph.D. dissertation Dept. Comput. Sci., Oxford Brookes Univ., Headington, U.K
-
C. H. Ek and P. H. T. N. D. Lawrence, "Shared Gaussian process latent variable models," Ph.D. dissertation, Dept. Comput. Sci., Oxford Brookes Univ., Headington, U.K., 2009.
-
(2009)
Shared Gaussian Proocess Latent Variable Models
-
-
Ek, C.H.1
Lawrence, P.H.T.N.D.2
-
17
-
-
34548028749
-
Discriminative gaussian process latent variable model for classification
-
Jun
-
R. Urtasun and T. Darrell, "Discriminative Gaussian process latent variable model for classification," in Proc. 24th Int. Conf. Mach. Learn., Jun. 2007, pp. 927-934.
-
(2007)
Proc. 24th Int. Conf. Mach. Learn
, pp. 927-934
-
-
Urtasun, R.1
Darrell, T.2
-
19
-
-
84888240571
-
Shared gaussian process latent variable model for multi-view facial expression recognition
-
Jul
-
S. Eleftheriadis, O. Rudovic, and M. Pantic, "Shared Gaussian process latent variable model for multi-view facial expression recognition," in Proc. ISVC, Jul. 2013, pp. 527-538.
-
Proc. ISVC
, vol.2013
, pp. 527-538
-
-
Eleftheriadis, S.1
Rudovic, O.2
Pantic, M.3
-
20
-
-
0036647193
-
Multiresolution gray-scale and rotation invariant texture classification with local binary patterns
-
Jul
-
T. Ojala, M. Pietikainen, and T. Maenpaa, "Multiresolution gray-scale and rotation invariant texture classification with local binary patterns," IEEE Trans. Pattern Anal. Mach. Intell., vol. 24, no. 7, pp. 971-987, Jul. 2002.
-
(2002)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.24
, Issue.7
, pp. 971-987
-
-
Ojala, T.1
Pietikainen, M.2
Maenpaa, T.3
-
21
-
-
34249753618
-
Support-vector networks
-
Sep
-
C. Cortes and V. Vapnik, "Support-vector networks," Mach. Learn., vol. 20, no. 3, pp. 273-297, Sep. 1995.
-
(1995)
Mach. Learn
, vol.20
, Issue.3
, pp. 273-297
-
-
Cortes, C.1
Vapnik, V.2
-
22
-
-
3042535216
-
Distinctive image features from scale-invariant keypoints
-
Nov
-
D. G. Lowe, "Distinctive image features from scale-invariant keypoints," Int. J. Comput. Vis., vol. 60, no. 2, pp. 91-110, Nov. 2004.
-
(2004)
Int. J. Comput. Vis
, vol.60
, Issue.2
, pp. 91-110
-
-
Lowe, D.G.1
-
24
-
-
0035363218
-
Active appearance models
-
Jun
-
T. F. Cootes, G. J. Edwards, and C. J. Taylor, "Active appearance models," IEEE Trans. Pattern Anal. Mach. Intell., vol. 23, no. 6, pp. 681-685, Jun. 2001.
-
(2001)
IEEE Trans. Pattern Anal. Mach. Intell
, vol.23
, Issue.6
, pp. 681-685
-
-
Cootes, T.F.1
Edwards, G.J.2
Taylor, C.J.3
-
25
-
-
84902748454
-
Discrete cosine transform
-
Jan
-
N. Ahmed, T. Natarajan, and K. R. Rao, "Discrete cosine transform," IEEE Trans. Comput., vol. C-23, no. 1, pp. 90-93, Jan. 1974.
-
(1974)
IEEE Trans. Comput
, vol.C-23
, Issue.1
, pp. 90-93
-
-
Ahmed, N.1
Natarajan, T.2
Rao, K.R.3
-
26
-
-
0033284915
-
Object recognition from local scale-invariant features
-
Sep
-
D. G. Lowe, "Object recognition from local scale-invariant features," in Proc. 7th IEEE Int. Conf. Comput. Vis., vol. 2. Sep. 1999, pp. 1150-1157.
-
(1999)
Proc. 7th IEEE Int. Conf. Comput. Vis
, vol.2
, pp. 1150-1157
-
-
Lowe, D.G.1
-
27
-
-
70450209196
-
Linear spatial pyramid matching using sparse coding for image classification
-
Jun
-
J. Yang, K. Yu, Y. Gong, and T. Huang, "Linear spatial pyramid matching using sparse coding for image classification," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., Jun. 2009, pp. 1794-1801.
-
(2009)
Proc. IEEE Conf. Comput. Vis. Pattern Recognit
, pp. 1794-1801
-
-
Yang, J.1
Yu, K.2
Gong, Y.3
Huang, T.4
-
28
-
-
0000107975
-
Relations between two sets of variates
-
H. Hotelling, "Relations between two sets of variates," Biometrika, vol. 28, nos. 3-4, pp. 321-377, 1936.
-
(1936)
Biometrika
, vol.28
, Issue.3-4
, pp. 321-377
-
-
Hotelling, H.1
-
29
-
-
10044285992
-
Canonical correlation analysis: An overview with application to learning methods
-
Dec
-
D. Hardoon, S. Szedmak, and J. Shawe-Taylor, "Canonical correlation analysis: An overview with application to learning methods," Neural Comput., vol. 16, no. 12, pp. 2639-2664, Dec. 2004.
-
(2004)
Neural Comput
, vol.16
, Issue.12
, pp. 2639-2664
-
-
Hardoon, D.1
Szedmak, S.2
Shawe-Taylor, J.3
-
31
-
-
80053441153
-
A co-training approach for multiview spectral clustering
-
A. Kumar and H. Daumé, III, "A co-training approach for multiview spectral clustering," in Proc. Int. Conf. Mach. Learn., 2011, pp. 393-400.
-
(2011)
Proc. Int. Conf. Mach. Learn
, pp. 393-400
-
-
Kumar, A.1
Daumé, H.2
-
32
-
-
78049336211
-
Constructing nonlinear discriminants from multiple data views
-
Berlin, Germany: Springer-Verlag
-
T. Diethe, D. R. Hardoon, and J. Shawe-Taylor, "Constructing nonlinear discriminants from multiple data views," in Machine Learning and Knowledge Discovery in Databases. Berlin, Germany: Springer-Verlag, 2010, pp. 328-343.
-
(2010)
Machine Learning and Knowledge Discovery in Databases
, pp. 328-343
-
-
Diethe, T.1
Hardoon, D.R.2
Shawe-Taylor, J.3
-
34
-
-
13444286179
-
Locality preserving projections
-
X. Niyogi, "Locality preserving projections," in Proc. Neural Inf. Process. Syst., vol. 16. 2004, p. 153.
-
(2004)
Proc. Neural Inf. Process. Syst
, vol.16
, pp. 153
-
-
Niyogi, X.1
-
35
-
-
27844605876
-
Probabilistic non-linear principal component analysis with gaussian process latent variable models
-
Nov
-
N. Lawrence, "Probabilistic non-linear principal component analysis with Gaussian process latent variable models," J. Mach. Learn. Res., vol. 6, pp. 1783-1816, Nov. 2005.
-
(2005)
J. Mach. Learn. Res
, vol.6
, pp. 1783-1816
-
-
Lawrence, N.1
-
36
-
-
77958606852
-
Gaussian process latent random field
-
G. Zhong, W.-J. Li, D.-Y. Yeung, X. Hou, and C.-L. Liu, "Gaussian process latent random field," in Proc. 24th AAAI Conf. Artif. Intell., 2010, pp. 679-684.
-
(2010)
Proc. 24th AAAI Conf. Artif. Intell
, pp. 679-684
-
-
Zhong, G.1
Li, W.-J.2
Yeung, D.-Y.3
Hou, X.4
Liu, C.-L.5
-
37
-
-
25444448065
-
-
Cambridge, MA, USA MIT Press
-
C. E. Rasmussen and C. K. I. Williams, Gaussian Processes for Machine Learning, vol. 1. Cambridge, MA, USA: MIT Press, 2006.
-
(2006)
Gaussian Processes for Machine Learning
, vol.1
-
-
Rasmussen, C.E.1
Williams, C.K.I.2
-
38
-
-
33749268385
-
Local distance preservation in the gp-lvm through back constraints
-
N. D. Lawrence and J. Quiñonero-Candela, "Local distance preservation in the GP-LVM through back constraints," in Proc. Int. Conf. Mach. Learn., vol. 148. 2006, pp. 513-520.
-
(2006)
Proc. Int. Conf. Mach. Learn
, vol.148
, pp. 513-520
-
-
Lawrence, N.D.1
Quiñonero-Candela, J.2
-
41
-
-
85162042630
-
Implicitly constrained gaussian process regression for monocular non-rigid pose estimation
-
M. Salzmann and R. Urtasun, "Implicitly constrained Gaussian process regression for monocular non-rigid pose estimation," in Proc. Adv. Neural Inf. Process. Syst., 2010, pp. 2065-2073.
-
(2010)
Proc. Adv. Neural Inf. Process. Syst
, pp. 2065-2073
-
-
Salzmann, M.1
Urtasun, R.2
-
42
-
-
33749596705
-
Semi-supervised learning: From gaussian fields to gaussian processes
-
Carnegie Mellon Univ., Pittsburgh, PA, USA, Tech. Rep. CMU-CS
-
X. Zhu, J. D. Lafferty, and Z. Ghahramani, "Semi-supervised learning: From Gaussian fields to Gaussian processes," School Comput. Sci., Carnegie Mellon Univ., Pittsburgh, PA, USA, Tech. Rep. CMU-CS-03-175, 2003.
-
(2003)
School Comput. Sci
, pp. 03-175
-
-
Zhu, X.1
Lafferty, J.D.2
Ghahramani, Z.3
-
43
-
-
84898656994
-
Kernel regularized least squares: Reducing misspecification bias with a flexible and interpretable machine learning approach
-
J. Hainmueller and C. Hazlett, "Kernel regularized least squares: Reducing misspecification bias with a flexible and interpretable machine learning approach," Political Anal., vol. 22, no. 2, pp. 143-168, 2014.
-
(2014)
Political Anal
, vol.22
, Issue.2
, pp. 143-168
-
-
Hainmueller, J.1
Hazlett, C.2
-
44
-
-
84865131152
-
A generalized representer theorem
-
Berlin, Germany: Springer-Verlag
-
B. Schölkopf, R. Herbrich, and A. J. Smola, "A generalized representer theorem," in Computational Learning Theory. Berlin, Germany: Springer-Verlag, 2001, pp. 416-426.
-
(2001)
Computational Learning Theory
, pp. 416-426
-
-
Schölkopf, B.1
Herbrich, R.2
Smola, A.J.3
-
45
-
-
0035344742
-
Predictive approaches for choosing hyperparameters in gaussian processes
-
May
-
S. Sundararajan and S. Keerthi, "Predictive approaches for choosing hyperparameters in Gaussian processes," Neural Comput., vol. 13, no. 5, pp. 1103-1118, May 2001.
-
(2001)
Neural Comput
, vol.13
, Issue.5
, pp. 1103-1118
-
-
Sundararajan, S.1
Keerthi, S.2
-
46
-
-
76449115179
-
Multi-pie
-
May
-
R. Gross, I. Matthews, J. Cohn, T. Kanade, and S. Baker, "Multi-pie," Image Vis. Comput., vol. 28, no. 5, pp. 807-813, May 2010.
-
(2010)
Image Vis. Comput
, vol.28
, Issue.5
, pp. 807-813
-
-
Gross, R.1
Matthews, I.2
Cohn, J.3
Kanade, T.4
Baker, S.5
-
47
-
-
80052899249
-
Localizing parts of faces using a consensus of exemplars
-
Jun
-
P. N. Belhumeur, D.W. Jacobs, D. Kriegman, and N. Kumar, "Localizing parts of faces using a consensus of exemplars," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit., Jun. 2011, pp. 545-552.
-
Proc. IEEE Conf. Comput. Vis. Pattern Recognit
, vol.2011
, pp. 545-552
-
-
Belhumeur, P.N.1
Jacobs, D.W.2
Kriegman, D.3
Kumar, N.4
-
48
-
-
84856645363
-
Static facial expression analysis in tough conditions: Data, evaluation protocol and benchmark
-
Nov
-
A. Dhall, R. Goecke, S. Lucey, and T. Gedeon, "Static facial expression analysis in tough conditions: Data, evaluation protocol and benchmark," in Proc. Int. Conf Comput. Vis. Workshops, Nov. 2011, pp. 2106-2112.
-
(2011)
Proc. Int. Conf Comput. Vis. Workshops
, pp. 2106-2112
-
-
Dhall, A.1
Goecke, R.2
Lucey, S.3
Gedeon, T.4
-
49
-
-
84884917564
-
A semiautomatic methodology for facial landmark annotation
-
Jun
-
C. Sagonas, G. Tzimiropoulos, S. Zafeiriou, and M. Pantic, "A semiautomatic methodology for facial landmark annotation," in Proc. IEEE Conf. Comput. Vis. Pattern Recognit. Workshops (CVPRW), Jun. 2013, pp. 896-903.
-
Proc. IEEE Conf. Comput. Vis. Pattern Recognit. Workshops (CVPRW)
, vol.2013
, pp. 896-903
-
-
Sagonas, C.1
Tzimiropoulos, G.2
Zafeiriou, S.3
Pantic, M.4
-
50
-
-
49049108892
-
Blur insensitive texture classification using local phase quantization
-
Berlin, Germany: Springer-Verlag
-
V. Ojansivu and J. Heikkilä, "Blur insensitive texture classification using local phase quantization," in Image and Signal Processing. Berlin, Germany: Springer-Verlag, 2008, pp. 236-243.
-
(2008)
Image and Signal Processing
, pp. 236-243
-
-
Ojansivu, V.1
Heikkilä, J.2
-
51
-
-
36849014901
-
Representing shape with a spatial pyramid kernel
-
A. Bosch, A. Zisserman, and X. Munoz, "Representing shape with a spatial pyramid kernel," in Proc. Int. Conf. Image Video Retr., 2007, pp. 401-408.
-
(2007)
Proc. Int. Conf. Image Video Retr
, pp. 401-408
-
-
Bosch, A.1
Zisserman, A.2
Munoz, X.3
-
52
-
-
34249907869
-
Gabor feature-based face recognition using supervised locality preserving projection
-
Oct
-
Z. Zheng, F. Yang, W. Tan, J. Jia, and J. Yang, "Gabor feature-based face recognition using supervised locality preserving projection," Signal Process., vol. 87, no. 10, pp. 2473-2483, Oct. 2007.
-
(2007)
Signal Process
, vol.87
, Issue.10
, pp. 2473-2483
-
-
Zheng, Z.1
Yang, F.2
Tan, W.3
Jia, J.4
Yang, J.5
-
53
-
-
33645009609
-
Dynamics of facial expression: Recognition of facial actions and their temporal segments from face profile image sequences
-
Apr
-
M. Pantic and I. Patras, "Dynamics of facial expression: Recognition of facial actions and their temporal segments from face profile image sequences," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 36, no. 2, pp. 433-449, Apr. 2006.
-
(2006)
IEEE Trans. Syst., Man, Cybern. B, Cybern
, vol.36
, Issue.2
, pp. 433-449
-
-
Pantic, M.1
Patras, I.2
|