-
1
-
-
33750383209
-
K -SVD: An algorithm for designing overcomplete dictionaries for sparse representation
-
Aharon, M., Elad, M., & Bruckstein, A. (2006). K -SVD: An algorithm for designing overcomplete dictionaries for sparse representation. IEEE Transactions on Signal Processing, 54(11), 4311–4322.
-
(2006)
IEEE Transactions on Signal Processing
, vol.54
, Issue.11
, pp. 4311-4322
-
-
Aharon, M.1
Elad, M.2
Bruckstein, A.3
-
2
-
-
84879815802
-
Multiple instance classification: Review, taxonomy and comparative study
-
Amores, J. (2013). Multiple instance classification: Review, taxonomy and comparative study. Artificial Intelligence, 201, 81–105.
-
(2013)
Artificial Intelligence
, vol.201
, pp. 81-105
-
-
Amores, J.1
-
3
-
-
84898946229
-
Support vector machines for multiple-instance learning
-
Thrun S, Obermayer K, (eds), MIT Press, Cambridge
-
Andrews, S., Tsochantaridis, I., & Hofmann, T. (2003). Support vector machines for multiple-instance learning. In S. Thrun & K. Obermayer (Eds.), Advances in neural information processing systems. Cambridge: MIT Press.
-
(2003)
Advances in neural information processing systems
-
-
Andrews, S.1
Tsochantaridis, I.2
Hofmann, T.3
-
4
-
-
70349283376
-
The painful face—pain expression recognition using active appearance models
-
Ashraf, A. B., Lucey, S., Cohn, J. F., Chen, T., Ambadar, Z., Prkachin, K. M., et al. (2009). The painful face—pain expression recognition using active appearance models. Image and Vision Computing, 27(12), 1788–1796.
-
(2009)
Image and Vision Computing
, vol.27
, Issue.12
, pp. 1788-1796
-
-
Ashraf, A.B.1
Lucey, S.2
Cohn, J.F.3
Chen, T.4
Ambadar, Z.5
Prkachin, K.M.6
Solomon, P.E.7
-
6
-
-
70450188146
-
-
Babenko, B., Yang, M.H., & Belongie, S. (2009). Visual tracking with online multiple instance learning. In IEEE conference on computer vision and pattern recognition. Beijing: IEEE Press.
-
Babenko, B., Yang, M.H., & Belongie, S. (2009). Visual tracking with online multiple instance learning. In IEEE conference on computer vision and pattern recognition. Beijing: IEEE Press.
-
-
-
-
7
-
-
84939563211
-
-
Bunescu, R., & Mooney, R. (2007). Multiple instance learning for sparse positive bags. In Proceedings of the 24th annual international conference on machine learning. New York: ACM.
-
Bunescu, R., & Mooney, R. (2007). Multiple instance learning for sparse positive bags. In Proceedings of the 24th annual international conference on machine learning. New York: ACM.
-
-
-
-
8
-
-
77955989314
-
-
Cao, L., Liu, Z., & Huang, T. (2010). Cross-dataset action detection. In IEEE conference on computer vision and pattern recognition. Providence: IEEE Press.
-
Cao, L., Liu, Z., & Huang, T. (2010). Cross-dataset action detection. In IEEE conference on computer vision and pattern recognition. Providence: IEEE Press.
-
-
-
-
9
-
-
84863161940
-
Image categorization by learning and reasoning with regions
-
Chen, Y., & Wang, J. Z. (2004). Image categorization by learning and reasoning with regions. Journal of Machine Learning Research, 5, 913–939.
-
(2004)
Journal of Machine Learning Research
, vol.5
, pp. 913-939
-
-
Chen, Y.1
Wang, J.Z.2
-
10
-
-
33947180489
-
MILES: Multiple-instance learning via embedded instance selection
-
Chen, Y., Bi, J., & Wang, J. Z. (2006). MILES: Multiple-instance learning via embedded instance selection. IEEE Transactions on Pattern Analysis and Machine Intelligence, 28(12), 1931–1947.
-
(2006)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.28
, Issue.12
, pp. 1931-1947
-
-
Chen, Y.1
Bi, J.2
Wang, J.Z.3
-
11
-
-
84939574964
-
-
Csurka, G., Dance, C. R., Fan, L., Willamowski, J., & Bray, C. (2004). Visual categorization with bags of keypoints. In Workshop on statistical learning in computer vision. Prague: ECCV.
-
Csurka, G., Dance, C. R., Fan, L., Willamowski, J., & Bray, C. (2004). Visual categorization with bags of keypoints. In Workshop on statistical learning in computer vision. Prague: ECCV.
-
-
-
-
12
-
-
0030649484
-
Solving the multiple-instance problem with axis-parallel rectangles
-
Dietterich, T. G., & Lathrop, R. H. (1997). Solving the multiple-instance problem with axis-parallel rectangles. Artificial Intelligence, 89, 31–71.
-
(1997)
Artificial Intelligence
, vol.89
, pp. 31-71
-
-
Dietterich, T.G.1
Lathrop, R.H.2
-
14
-
-
84939564218
-
-
Galleguillos, C., Babenko, B., Rabinovich, A., & Belongie, S. (2008). Weakly supervised object localization with stable segmentations. In Proceedings of the 10th European conference on computer vision. New York: Springer.
-
Galleguillos, C., Babenko, B., Rabinovich, A., & Belongie, S. (2008). Weakly supervised object localization with stable segmentations. In Proceedings of the 10th European conference on computer vision. New York: Springer.
-
-
-
-
15
-
-
84939567581
-
-
Gao, S., Tsang, I.W., & Chia, L.T. (2010). Kernel sparse representation for image classification and face recognition. In Proceedings of the 11th European conference on computer vision. New York: Springer.
-
Gao, S., Tsang, I.W., & Chia, L.T. (2010). Kernel sparse representation for image classification and face recognition. In Proceedings of the 11th European conference on computer vision. New York: Springer.
-
-
-
-
16
-
-
84939570423
-
-
Gehler, P.V., & Chapelle, O. (2007). Deterministic annealing for multiple-instance learning. In Proceedings of the 11th international conference on artificial intelligence and statistics. New York: Springer.
-
Gehler, P.V., & Chapelle, O. (2007). Deterministic annealing for multiple-instance learning. In Proceedings of the 11th international conference on artificial intelligence and statistics. New York: Springer.
-
-
-
-
17
-
-
84939572984
-
-
Harandi, M., Sanderson, C., Hartley, R., & Lovell, B. (2012). Sparse coding and dictionary learning for symmetric positive definite matrices: A kernel approach. In Proceedings of the 12th European conference on computer vision. New York: Springer.
-
Harandi, M., Sanderson, C., Hartley, R., & Lovell, B. (2012). Sparse coding and dictionary learning for symmetric positive definite matrices: A kernel approach. In Proceedings of the 12th European conference on computer vision. New York: Springer.
-
-
-
-
19
-
-
84865001818
-
-
Huo, J., Gao, Y., Yang, W., & Yin, H. (2012). Abnormal event detection via multi-instance dictionary learning. In International conference on intelligent data engineering and automated learning, Natal.
-
Huo, J., Gao, Y., Yang, W., & Yin, H. (2012). Abnormal event detection via multi-instance dictionary learning. In International conference on intelligent data engineering and automated learning, Natal.
-
-
-
-
20
-
-
80052901219
-
-
Jiang, Z., Lin, Z., & Davis, L.S. (2011). Learning a discriminative dictionary for sparse coding via label consistent K-SVD. In IEEE conference on computer vision and pattern recognition. Providence: IEEE Press.
-
Jiang, Z., Lin, Z., & Davis, L.S. (2011). Learning a discriminative dictionary for sparse coding via label consistent K-SVD. In IEEE conference on computer vision and pattern recognition. Providence: IEEE Press.
-
-
-
-
21
-
-
47649089615
-
Semantic coding by supervised dimensionality reduction
-
Kokiopoulou, E., & Frossard, P. (2008). Semantic coding by supervised dimensionality reduction. IEEE Transactions on Multimedia, 10(5), 806–818.
-
(2008)
IEEE Transactions on Multimedia
, vol.10
, Issue.5
, pp. 806-818
-
-
Kokiopoulou, E.1
Frossard, P.2
-
22
-
-
51949083365
-
-
Laptev, I., Marszalek, M., Schmid, C., & Rozenfeld, B. (2008). Learning realistic human actions from movies. In IEEE conference on computer vision and pattern recognition. New York: IEEE Press.
-
Laptev, I., Marszalek, M., Schmid, C., & Rozenfeld, B. (2008). Learning realistic human actions from movies. In IEEE conference on computer vision and pattern recognition. New York: IEEE Press.
-
-
-
-
23
-
-
84939569049
-
-
Leistner, C., Safari, A., & Bischof, H. (2010). MIForests: Multiple-instance learning with randomized trees. In Proceedings of the 11th European conference on computer vision. New York: Springer.
-
Leistner, C., Safari, A., & Bischof, H. (2010). MIForests: Multiple-instance learning with randomized trees. In Proceedings of the 11th European conference on computer vision. New York: Springer.
-
-
-
-
24
-
-
84863060486
-
-
Leung, T., Song, Y., & Zhang, J. (2011). Handling label noise in video classification via multiple instance learning. In IEEE international conference on computer vision. New York: IEEE Press.
-
Leung, T., Song, Y., & Zhang, J. (2011). Handling label noise in video classification via multiple instance learning. In IEEE international conference on computer vision. New York: IEEE Press.
-
-
-
-
25
-
-
84939565328
-
-
Lucey, P., Howlett, J., Cohn, J.F., Lucey, S., Sridharan, S., & Ambadar, Z. (2008). Improving pain recognition through better utilization of temporal information. In International conference on auditory-visual speech processing. New York: ACM Press.
-
Lucey, P., Howlett, J., Cohn, J.F., Lucey, S., Sridharan, S., & Ambadar, Z. (2008). Improving pain recognition through better utilization of temporal information. In International conference on auditory-visual speech processing. New York: ACM Press.
-
-
-
-
26
-
-
79958704183
-
-
Lucey, P., Cohn, J., Prkachin, K., Solomon, P., & Matthews, I. (2011). Painful data: The UNBC-McMaster shoulder pain expression archive database. In International conference on automatic face gesture recognition and workshops, Los Alamitos.
-
Lucey, P., Cohn, J., Prkachin, K., Solomon, P., & Matthews, I. (2011). Painful data: The UNBC-McMaster shoulder pain expression archive database. In International conference on automatic face gesture recognition and workshops, Los Alamitos.
-
-
-
-
27
-
-
71149119964
-
-
Mairal, J., Bach, F., Ponce, J., & Sapiro, G. (2009). Online dictionary learning for sparse coding. In Proceedings of the 26th annual international conference on machine learning. New York: ACM Press.
-
Mairal, J., Bach, F., Ponce, J., & Sapiro, G. (2009). Online dictionary learning for sparse coding. In Proceedings of the 26th annual international conference on machine learning. New York: ACM Press.
-
-
-
-
28
-
-
84857419890
-
Task-driven dictionary learning
-
Mairal, J., Bach, F., & Ponce, J. (2012). Task-driven dictionary learning. IEEE Transactions on Pattern Analysis and Machine Intelligence, 34(4), 791–804.
-
(2012)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.34
, Issue.4
, pp. 791-804
-
-
Mairal, J.1
Bach, F.2
Ponce, J.3
-
29
-
-
84898935332
-
-
Maron, O., & Pérez, T. (1998). A Framework for multiple-instance learning. In Advances in neural information processing systems. Cambridge: MIT Press.
-
Maron, O., & Pérez, T. (1998). A Framework for multiple-instance learning. In Advances in neural information processing systems. Cambridge: MIT Press.
-
-
-
-
30
-
-
0035305653
-
Example-based object detection in images by components
-
Mohan, A., Papageorgiou, C., & Poggio, T. (2001). Example-based object detection in images by components. IEEE Transactions on Pattern Analysis and Machine Intelligence, 23(4), 349–361.
-
(2001)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.23
, Issue.4
, pp. 349-361
-
-
Mohan, A.1
Papageorgiou, C.2
Poggio, T.3
-
31
-
-
84867590733
-
-
Nguyen, H.V., Patel, V.M., Nasrabadi, N.M., & Chellappa, R. (2012a). Kernel dictionary learning. In IEEE international conference on acoustics, speech, and signal processing. Kyoto: IEEE Press.
-
Nguyen, H.V., Patel, V.M., Nasrabadi, N.M., & Chellappa, R. (2012a). Kernel dictionary learning. In IEEE international conference on acoustics, speech, and signal processing. Kyoto: IEEE Press.
-
-
-
-
32
-
-
84939566369
-
-
Nguyen, H.V., Patel, V.M., Nasrabadi, N.M., & Chellappa, R. (2012b). Sparse embedding: A framework for sparsity promoting dimensionality reduction. In Proceedings of the 12th European conference on computer vision. New York: Springer.
-
Nguyen, H.V., Patel, V.M., Nasrabadi, N.M., & Chellappa, R. (2012b). Sparse embedding: A framework for sparsity promoting dimensionality reduction. In Proceedings of the 12th European conference on computer vision. New York: Springer.
-
-
-
-
33
-
-
84885661679
-
Design of non-linear kernel dictionaries for object recognition
-
Nguyen, H. V., Patel, V. M., Nasrabadi, N. M., & Chellappa, R. (2013). Design of non-linear kernel dictionaries for object recognition. IEEE Transactions on Image Processing, 22(12), 5123–5135.
-
(2013)
IEEE Transactions on Image Processing
, vol.22
, Issue.12
, pp. 5123-5135
-
-
Nguyen, H.V.1
Patel, V.M.2
Nasrabadi, N.M.3
Chellappa, R.4
-
34
-
-
0030779611
-
Sparse coding with an overcomplete basis set: A strategy employed by v1
-
Olshausen, B. A., & Fieldt, D. J. (1997). Sparse coding with an overcomplete basis set: A strategy employed by v1. Vision Research, 37, 3311–3325.
-
(1997)
Vision Research
, vol.37
, pp. 3311-3325
-
-
Olshausen, B.A.1
Fieldt, D.J.2
-
35
-
-
84862851996
-
-
Patel, V.M., & Chellappa, R. (2011). Sparse representations, compressive sensing and dictionaries for pattern recognition. In Asian conference on pattern recognition. New York: IEEE Press.
-
Patel, V.M., & Chellappa, R. (2011). Sparse representations, compressive sensing and dictionaries for pattern recognition. In Asian conference on pattern recognition. New York: IEEE Press.
-
-
-
-
37
-
-
0032137907
-
Matching pursuit filters applied to face identification
-
Phillips, P. (1998). Matching pursuit filters applied to face identification. IEEE Transactions on Image Processing, 7(8), 1150–1164.
-
(1998)
IEEE Transactions on Image Processing
, vol.7
, Issue.8
, pp. 1150-1164
-
-
Phillips, P.1
-
38
-
-
84907810914
-
Information-theoretic dictionary learning for image classification
-
Qiu, Q., Patel, V. M., & Chellappa, R. (2014). Information-theoretic dictionary learning for image classification. IEEE Transactions on Pattern Analysis and Machine Intelligence, 36(11), 2173–2184.
-
(2014)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.36
, Issue.11
, pp. 2173-2184
-
-
Qiu, Q.1
Patel, V.M.2
Chellappa, R.3
-
39
-
-
31844448950
-
-
Ray, S., & Craven, M. (2005). Supervised versus multiple instance learning: An empirical comparison. In Proceedings of the 22nd annual international conference on machine learning. New York: ACM Press.
-
Ray, S., & Craven, M. (2005). Supervised versus multiple instance learning: An empirical comparison. In Proceedings of the 22nd annual international conference on machine learning. New York: ACM Press.
-
-
-
-
41
-
-
77952714665
-
Dictionaries for sparse representation modeling
-
Rubinstein, R., Bruckstein, A. M., & Elad, M. (2010). Dictionaries for sparse representation modeling. Proceedings of the IEEE, 98(6), 1045–1057.
-
(2010)
Proceedings of the IEEE
, vol.98
, Issue.6
, pp. 1045-1057
-
-
Rubinstein, R.1
Bruckstein, A.M.2
Elad, M.3
-
42
-
-
84939565291
-
-
Schmidt, M., Fung, G., & Rosales, R. (2007). Fast optimization methods for l1 regularization: A comparative study and two new approaches. In Proceedings of 18th European conference on machine learning. New York: Springer.
-
Schmidt, M., Fung, G., & Rosales, R. (2007). Fast optimization methods for l1 regularization: A comparative study and two new approaches. In Proceedings of 18th European conference on machine learning. New York: Springer.
-
-
-
-
44
-
-
0003408420
-
-
MIT Press, New York
-
Scholkopf, B., & Smola, A. J. (2001). Learning with kernels: Support vector machines, regularization, optimization, and beyond. New York: MIT Press.
-
(2001)
Learning with kernels: Support vector machines, regularization, optimization, and beyond
-
-
Scholkopf, B.1
Smola, A.J.2
-
45
-
-
84939564076
-
-
Shrivastava, A., Nguyen, H.V., Patel, V.M., & Chellappa, R. (2012). Design of non-linear discriminative dictionaries for image classification. In 11th Asian conference on computer vision. New York: Springer.
-
Shrivastava, A., Nguyen, H.V., Patel, V.M., & Chellappa, R. (2012). Design of non-linear discriminative dictionaries for image classification. In 11th Asian conference on computer vision. New York: Springer.
-
-
-
-
46
-
-
84903184768
-
Multiple kernel learning for sparse representation-based classification
-
Shrivastava, A., Patel, V. M., & Chellappa, R. (2014a). Multiple kernel learning for sparse representation-based classification. IEEE Transactions on Image Processing, 23(7), 3013–3024.
-
(2014)
IEEE Transactions on Image Processing
, vol.23
, Issue.7
, pp. 3013-3024
-
-
Shrivastava, A.1
Patel, V.M.2
Chellappa, R.3
-
47
-
-
84949927475
-
-
Shrivastava, A., Pillai, J.K., Patel, V.M., & Chellappa, R. (2014b). Dictionary-based multiple instance learning. In IEEE international conference on image processing. Orlando: IEEE Press.
-
Shrivastava, A., Pillai, J.K., Patel, V.M., & Chellappa, R. (2014b). Dictionary-based multiple instance learning. In IEEE international conference on image processing. Orlando: IEEE Press.
-
-
-
-
48
-
-
84881511003
-
-
Sikka, K., Dhall, A., & Bartlett, M. (2013). Weakly supervised pain localization using multiple instance learning. In IEEE international conference and workshops on automatic face and gesture recognition.
-
Sikka, K., Dhall, A., & Bartlett, M. (2013). Weakly supervised pain localization using multiple instance learning. In IEEE international conference and workshops on automatic face and gesture recognition.
-
-
-
-
49
-
-
84939565654
-
-
Song, H.O., Zickler, S., Althoff, T., Girshick, R., Fritz, M., Geyer, C., Felzenszwalb, P., & Darrell, T. (2012). Sparselet models for efficient multiclass object detection. In Proceedings of the 12th European conference on computer vision. New York: Springer.
-
Song, H.O., Zickler, S., Althoff, T., Girshick, R., Fritz, M., Geyer, C., Felzenszwalb, P., & Darrell, T. (2012). Sparselet models for efficient multiclass object detection. In Proceedings of the 12th European conference on computer vision. New York: Springer.
-
-
-
-
50
-
-
84864049528
-
-
Viola, P. A., Platt, J. C., & Zhang, C. (2005). Multiple instance boosting for object detection. In Advances in neural information processing systems. Cambridge: MIT Press.
-
Viola, P. A., Platt, J. C., & Zhang, C. (2005). Multiple instance boosting for object detection. In Advances in neural information processing systems. Cambridge: MIT Press.
-
-
-
-
51
-
-
56449086489
-
-
Wang, H.Y., Yang, Q., & Zha, H. (2008). Adaptive p-posterior mixture-model kernels for multiple instance learning. In Proceedings of the 25th annual international conference on machine learning. New York: ACM Press.
-
Wang, H.Y., Yang, Q., & Zha, H. (2008). Adaptive p-posterior mixture-model kernels for multiple instance learning. In Proceedings of the 25th annual international conference on machine learning. New York: ACM Press.
-
-
-
-
52
-
-
84897567827
-
-
Wang, X., Wang, B., Bai, X., Liu, W., & Tu, Z. (2013). Max-margin multiple-instance dictionary learning. In Proceedings of the 30th annual international conference on machine learning. New York: ACM Press.
-
Wang, X., Wang, B., Bai, X., Liu, W., & Tu, Z. (2013). Max-margin multiple-instance dictionary learning. In Proceedings of the 30th annual international conference on machine learning. New York: ACM Press.
-
-
-
-
53
-
-
77952717202
-
Sparse representation for computer vision and pattern recognition
-
Wright, J., Ma, Y., Mairal, J., Sapiro, G., Huang, T., & Yan, S. (2010). Sparse representation for computer vision and pattern recognition. Proceedings of the IEEE, 98(6), 1031–1044.
-
(2010)
Proceedings of the IEEE
, vol.98
, Issue.6
, pp. 1031-1044
-
-
Wright, J.1
Ma, Y.2
Mairal, J.3
Sapiro, G.4
Huang, T.5
Yan, S.6
-
54
-
-
84863011935
-
-
Yang, M., Zhang, L., Feng, X., & Zhang, D. (2011). Fisher discrimination dictionary learning for sparse representation. In IEEE conference on computer vision and pattern recognition. New York: IEEE Press.
-
Yang, M., Zhang, L., Feng, X., & Zhang, D. (2011). Fisher discrimination dictionary learning for sparse representation. In IEEE conference on computer vision and pattern recognition. New York: IEEE Press.
-
-
-
-
55
-
-
84863359440
-
Kernel sparse representation-based classifier
-
Zhang, L., Zhou, W. D., Chang, P. C., Liu, J., Yan, Z., Wang, T., et al. (2012). Kernel sparse representation-based classifier. IEEE Transactions on Signal Processing, 60(4), 1684–1695.
-
(2012)
IEEE Transactions on Signal Processing
, vol.60
, Issue.4
, pp. 1684-1695
-
-
Zhang, L.1
Zhou, W.D.2
Chang, P.C.3
Liu, J.4
Yan, Z.5
Wang, T.6
Li, F.Z.7
-
56
-
-
84939562457
-
-
Zhang, Q., & Goldman, S. A. (2001). EM-DD: An improved multiple-instance learning technique. In Advances in neural information processing systems. Cambridge: MIT Press.
-
Zhang, Q., & Goldman, S. A. (2001). EM-DD: An improved multiple-instance learning technique. In Advances in neural information processing systems. Cambridge: MIT Press.
-
-
-
-
57
-
-
77955998411
-
-
Zhang, Q., & Li, B. (2010). Discriminative K-SVD for dictionary learning in face recognition. In IEEE conference on computer vision and pattern recognition. San Francisco: IEEE Press.
-
Zhang, Q., & Li, B. (2010). Discriminative K-SVD for dictionary learning in face recognition. In IEEE conference on computer vision and pattern recognition. San Francisco: IEEE Press.
-
-
-
-
58
-
-
33745609124
-
Multiple instance learning: A survey. Technical Report
-
Zhou, Z.H. (2004). Multiple instance learning: A survey. Technical Report, Nanjing University.
-
(2004)
Nanjing University
-
-
Zhou, Z.H.1
|