-
1
-
-
41749113798
-
Video behavior profiling for anomaly detection
-
DOI 10.1109/TPAMI.2007.70731
-
T. Xiang and S. Gong, "Video behavior profiling for anomaly detection," IEEE Trans. Pattern Anal. Mach. Intell., vol. 30, no. 5, pp. 893-908, May 2008. (Pubitemid 351486756)
-
(2008)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.30
, Issue.5
, pp. 893-908
-
-
Xiang, T.1
Gong, S.2
-
2
-
-
67649543664
-
Carried object detection using ratio histogram and its application to suspicious event analysis
-
Jun.
-
C.-H. Chuang, J.-W. Hsieh, L.-W. Tsai, S.-Y. Chen, and K.-C. Fan, "Carried object detection using ratio histogram and its application to suspicious event analysis," IEEE Trans. Circuits Syst. Video Technol., vol. 19, no. 6, pp. 911-916, Jun. 2009.
-
(2009)
IEEE Trans. Circuits Syst. Video Technol.
, vol.19
, Issue.6
, pp. 911-916
-
-
Chuang, C.-H.1
Hsieh, J.-W.2
Tsai, L.-W.3
Chen, S.-Y.4
Fan, K.-C.5
-
3
-
-
85032751529
-
Video anomaly identification
-
Sep.
-
V. Saligrama, J. Konrad, and P. Jodoin, "Video anomaly identification," IEEE Signal Process. Mag., vol. 27, no. 5, pp. 18-33, Sep. 2010.
-
(2010)
IEEE Signal Process. Mag.
, vol.27
, Issue.5
, pp. 18-33
-
-
Saligrama, V.1
Konrad, J.2
Jodoin, P.3
-
4
-
-
63849117955
-
Unsupervised activity perception in crowded and complicated scenes using hierarchical Bayesian models
-
Mar.
-
X. Wang, X. Ma, and W. Grimson, "Unsupervised activity perception in crowded and complicated scenes using hierarchical Bayesian models," IEEE Trans. Pattern Anal. Mach. Intell., vol. 31, no. 3, pp. 539-555, Mar. 2009.
-
(2009)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.31
, Issue.3
, pp. 539-555
-
-
Wang, X.1
Ma, X.2
Grimson, W.3
-
5
-
-
77954085716
-
Visual event recognition using decision trees
-
Oct.
-
C. Simon, J. Meessen, and C. De Vleeschouwer, "Visual event recognition using decision trees," Multimedia Tools Appl., vol. 50, no. 1, pp. 95-121, Oct. 2010.
-
(2010)
Multimedia Tools Appl.
, vol.50
, Issue.1
, pp. 95-121
-
-
Simon, C.1
Meessen, J.2
De Vleeschouwer, C.3
-
6
-
-
27744441549
-
Shape activity: A continous-state HMM for moving/deforming shapes with application to abnormal activity detection
-
DOI 10.1109/TIP.2005.852197
-
N. Vaswani, A. Roy-Chowdhury, and R. Chellappa, "Shape activity: A continuous-state hmm for moving/deforming shapes with application to abnormal activity detection," IEEE Trans. Image Process., vol. 14, no. 10, pp. 1603-1616, Oct. 2005. (Pubitemid 41623090)
-
(2005)
IEEE Transactions on Image Processing
, vol.14
, Issue.10
, pp. 1603-1616
-
-
Vaswani, N.1
Roy-Chowdhury, A.K.2
Chellappa, R.3
-
7
-
-
42649106507
-
Infinite Hidden Markov models for unusual-event detection in video
-
DOI 10.1109/TIP.2008.919359
-
I. Pruteanu-Malinici and L. Carin, "Infinite hidden Markov models for unusual-event detection in video," IEEE Trans. Image Process., vol. 17, no. 5, pp. 811-822, May 2008. (Pubitemid 351597171)
-
(2008)
IEEE Transactions on Image Processing
, vol.17
, Issue.5
, pp. 811-822
-
-
Pruteanu-Malinici, I.1
Carin, L.2
-
8
-
-
80053046318
-
Abnormal behavior detection via sparse reconstruction analysis of trajectory
-
Aug.
-
C. Li, Z. Han, Q. Ye, and J. Jiao, "Abnormal behavior detection via sparse reconstruction analysis of trajectory," in Proc. IEEE Int. Conf. Image Graph., Aug. 2011, pp. 807-810.
-
(2011)
Proc. IEEE Int. Conf. Image Graph.
, pp. 807-810
-
-
Li, C.1
Han, Z.2
Ye, Q.3
Jiao, J.4
-
9
-
-
80052872689
-
Online detection of unusual events in videos via dynamic sparse coding
-
Jun.
-
B. Zhao, L. Fei-Fei, and E. Xing, "Online detection of unusual events in videos via dynamic sparse coding," in Proc. IEEE Conf. Comput. Vision Pattern Recognit., Jun. 2011, pp. 3313-3320.
-
(2011)
Proc. IEEE Conf. Comput. Vision Pattern Recognit.
, pp. 3313-3320
-
-
Zhao, B.1
Fei-Fei, L.2
Xing, E.3
-
10
-
-
61549128441
-
Robust face recognition via sparse representation
-
Feb.
-
J. Wright, A. Yang, A. Ganesh, S. Sastry, and Y. Ma, "Robust face recognition via sparse representation," IEEE Trans. Pattern Anal. Mach. Intell., vol. 31, no. 2, pp. 210-227, Feb. 2009.
-
(2009)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.31
, Issue.2
, pp. 210-227
-
-
Wright, J.1
Yang, A.2
Ganesh, A.3
Sastry, S.4
Ma, Y.5
-
11
-
-
84863011302
-
Sparse representation or collaborative representation: Which helps face recognition?
-
D. Zhang, M. Yang, and X. Feng, "Sparse representation or collaborative representation: Which helps face recognition?" in Proc. IEEE Conf. Comput. Vision, 2011, pp. 471-478.
-
(2011)
Proc. IEEE Conf. Comput. Vision
, pp. 471-478
-
-
Zhang, D.1
Yang, M.2
Feng, X.3
-
13
-
-
80052911858
-
Is face recognition really a compressive sensing problem?
-
Q. Shi, A. Eriksson, A. van den Hengel, and C. Shen, "Is face recognition really a compressive sensing problem?" in Proc. IEEE Conf. Comput. Vision Pattern Recognit., 2011, pp. 553-560.
-
(2011)
Proc. IEEE Conf. Comput. Vision Pattern Recognit.
, pp. 553-560
-
-
Shi, Q.1
Eriksson, A.2
Hengel Den A.Van3
Shen, C.4
-
14
-
-
0030216085
-
Learning the distribution of object trajectories for event recognition
-
N. Johnson and D. Hogg, "Learning the distribution of object trajectories for event recognition," Image Vision Comput., vol. 14, pp. 583-592, 1996.
-
(1996)
Image Vision Comput.
, vol.14
, pp. 583-592
-
-
Johnson, N.1
Hogg, D.2
-
15
-
-
15244361970
-
Framework for real-time behavior interpretation from traffic video
-
DOI 10.1109/TITS.2004.838219
-
P. Kumar, S. Ranganath, H. Weimin, and K. Sengupta, "Framework for real-time behavior interpretation from traffic video," IEEE Trans. Intell. Transp. Syst., vol. 6, no. 1, pp. 43-53, Mar. 2005. (Pubitemid 40384786)
-
(2005)
IEEE Transactions on Intelligent Transportation Systems
, vol.6
, Issue.1
, pp. 43-53
-
-
Kumar, P.1
Ranganath, S.2
Weimin, H.3
Sengupta, K.4
-
16
-
-
20444410793
-
Learning semantic scene models from observing activity in visual surveillance
-
DOI 10.1109/TSMCB.2005.846652, Learning in Computer Vision and Pattern Recognition
-
D. Makris and T. Ellis, "Learning semantic scene models from observing activity in visual surveillance," IEEE Trans. Syst., Man, Cybern., vol. 35, no. 3, pp. 397-408, Jun. 2005. (Pubitemid 40802755)
-
(2005)
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
, vol.35
, Issue.3
, pp. 397-408
-
-
Makris, D.1
Ellis, T.2
-
17
-
-
33746576905
-
A system for learning statistical motion patterns
-
DOI 10.1109/TPAMI.2006.176
-
W. Hu, X. Xiao, Z. Fu, D. Xie, T. Tan, and S. Maybank, "A system for learning statistical motion patterns," IEEE Trans. Pattern Anal. Mach. Intell., vol. 28, no. 9, pp. 1450-1464, Sep. 2006. (Pubitemid 44132651)
-
(2006)
IEEE Transactions on Pattern Analysis and Machine Intelligence
, vol.28
, Issue.9
, pp. 1450-1464
-
-
Hu, W.1
Xiao, X.2
Fu, Z.3
Xie, D.4
Tan, T.5
Maybank, S.6
-
18
-
-
55149098943
-
Trajectory-based anomalous event detection
-
Nov.
-
C. Piciarelli, C. Micheloni, and G. Foresti, "Trajectory-based anomalous event detection," IEEE Trans. Circuits Syst. Video Technol., vol. 18, no. 11, pp. 1544-1554, Nov. 2008.
-
(2008)
IEEE Trans. Circuits Syst. Video Technol.
, vol.18
, Issue.11
, pp. 1544-1554
-
-
Piciarelli, C.1
Micheloni, C.2
Foresti, G.3
-
19
-
-
3543105519
-
A survey on visual surveillance of object motion and behaviors
-
Man, Cybern., Aug.
-
W. Hu, T. Tan, L. Wang, and S. Maybank, "A survey on visual surveillance of object motion and behaviors," IEEE Trans. Syst., Man, Cybern., vol. 34, no. 3, pp. 334-352, Aug. 2004.
-
(2004)
IEEE Trans. Syst.
, vol.34
, Issue.3
, pp. 334-352
-
-
Hu, W.1
Tan, T.2
Wang, L.3
Maybank, S.4
-
20
-
-
10044239186
-
Multifeature path modeling for video surveillance
-
Aug.
-
I. Junejo, O. Javed, and M. Shah, "Multifeature path modeling for video surveillance," in Proc. IEEE Conf. Pattern Recognit., vol. 2, Aug. 2004, pp. 716-719.
-
(2004)
Proc. IEEE Conf. Pattern Recognit.
, vol.2
, pp. 716-719
-
-
Junejo, I.1
Javed, O.2
Shah, M.3
-
21
-
-
33749645473
-
Similarity based vehicle trajectory clustering and anomaly detection
-
DOI 10.1109/ICIP.2005.1530127, 1530127, IEEE International Conference on Image Processing 2005, ICIP 2005
-
Z. Fu, W. Hu, and T. Tan, "Similarity based vehicle trajectory clustering and anomaly detection," in Proc. IEEE Conf. Image Process., vol. 2, Sep. 2005, pp. 602-605. (Pubitemid 44539011)
-
(2005)
Proceedings - International Conference on Image Processing, ICIP
, vol.2
, pp. 602-605
-
-
Fu, Z.1
Hu, W.2
Tan, T.3
-
22
-
-
33846013241
-
Object tracking: A survey
-
article no. 13, Dec.
-
A. Yilmaz, O. Javed, and M. Shah, "Object tracking: A survey," ACM Comput. Surveys, vol. 38, no. 4, article no. 13, Dec. 2006.
-
(2006)
ACM Comput. Surveys
, vol.38
, Issue.4
-
-
Yilmaz, A.1
Javed, O.2
Shah, M.3
-
23
-
-
27144489164
-
A tutorial on support vector machines for pattern recognition
-
C. J. Burges, "A tutorial on support vector machines for pattern recognition," Data Min. Knowl. Discovery, vol. 2, no. 2, pp. 121-167, 1998. (Pubitemid 128695475)
-
(1998)
Data Mining and Knowledge Discovery
, vol.2
, Issue.2
, pp. 121-167
-
-
Burges, C.J.C.1
-
24
-
-
24044515976
-
On a kernel-based method for pattern recognition, regression, approximation, and operator inversion
-
A. J. Smola and B. Schölkopf, "On a kernel-based method for pattern recognition, regression, approximation, and operator inversion," Algorithmica, vol. 22, nos. 1-2, pp. 211-231, 1998. (Pubitemid 128684257)
-
(1998)
Algorithmica (New York)
, vol.22
, Issue.1-2
, pp. 211-231
-
-
Smola, A.J.1
Scholkopf, B.2
-
25
-
-
33745855044
-
The pyramid match kernel: Discriminative classification with sets of image features
-
DOI 10.1109/ICCV.2005.239, 1544890, Proceedings - 10th IEEE International Conference on Computer Vision, ICCV 2005
-
K. Grauman and T. Darrell, "The pyramid match kernel: Discriminative classification with sets of image features," in Proc. IEEE Conf. Comput. Vision, vol. 2, Oct. 2005, pp. 1458-1465. (Pubitemid 44042350)
-
(2005)
Proceedings of the IEEE International Conference on Computer Vision
, vol.II
, pp. 1458-1465
-
-
Grauman, K.1
Darrell, T.2
-
26
-
-
0036643065
-
Kernel matching pursuit
-
DOI 10.1023/A:1013955821559
-
P. Vincent and Y. Bengio, "Kernel matching pursuit," Mach. Learn., vol. 48, nos. 1-2, pp. 165-187, 2002. (Pubitemid 34247577)
-
(2002)
Machine Learning
, vol.48
, Issue.1-3
, pp. 165-187
-
-
Vincent, P.1
Bengio, Y.2
-
27
-
-
33646395927
-
Kernel basis pursuit
-
V. Guigue, A. Rakotomamonjy, and S. Canu, "Kernel basis pursuit," in Proc. Eur. Conf. Mach. Learn., 2005, pp. 146-157.
-
(2005)
Proc. Eur. Conf. Mach. Learn.
, pp. 146-157
-
-
Guigue, V.1
Rakotomamonjy, A.2
Canu, S.3
-
28
-
-
78149343905
-
Kernel sparse representation for image classification and face recognition
-
S. Gao, I. W.-H. Tsang, and L.-T. Chia, "Kernel sparse representation for image classification and face recognition," in Proc. Eur. Conf. Comput. Vision: Part IV, 2010, pp. 1-14.
-
(2010)
Proc. Eur. Conf. Comput. Vision: Part IV
, pp. 1-14
-
-
Gao, S.1
Tsang, I.W.-H.2
Chia, L.-T.3
-
29
-
-
84873583197
-
-
Online
-
"Caviar datasets." [Online]. Available: http://homepages.inf. ed.ac.uk/ rbf/CAVIARDATA1/
-
Caviar Datasets
-
-
-
30
-
-
84876265697
-
-
Online
-
"Avss2007 datasets." [Online]. Available: ftp://motinas.elec. qmul.ac.uk/ pub/iLids/
-
Avss2007 Datasets
-
-
-
31
-
-
5044227586
-
An algorithm for multiple object trajectory tracking
-
Jun.
-
M. Han, W. Xu, H. Tao, and Y. Gong, "An algorithm for multiple object trajectory tracking," in Proc. IEEE Conf. Comput. Vision Pattern Recognit., Jun. 2004, pp. 864-871.
-
(2004)
Proc. IEEE Conf. Comput. Vision Pattern Recognit.
, pp. 864-871
-
-
Han, M.1
Xu, W.2
Tao, H.3
Gong, Y.4
-
32
-
-
85032751965
-
Compressive sensing
-
Jul.
-
R. Baraniuk, "Compressive sensing," IEEE Signal Process. Mag., vol. 24, no. 4, pp. 118-121, Jul. 2007.
-
(2007)
IEEE Signal Process. Mag.
, vol.24
, Issue.4
, pp. 118-121
-
-
Baraniuk, R.1
-
33
-
-
33947142837
-
Theoretical results on sparse representations of multiple-measurement vectors
-
DOI 10.1109/TSP.2006.881263
-
J. Chen and X. Huo, "Theoretical results on sparse representations of multiple-measurement vectors," IEEE Trans. Signal Process., vol. 54, no. 12, pp. 4634-4643, Dec. 2006. (Pubitemid 46405606)
-
(2006)
IEEE Transactions on Signal Processing
, vol.54
, Issue.12
, pp. 4634-4643
-
-
Chen, J.1
Huo, X.2
-
34
-
-
30844445842
-
Algorithms for simultaneous sparse approximation. Part I: Greedy pursuit
-
DOI 10.1016/j.sigpro.2005.05.030, PII S0165168405002227, Sparse Approximations in Signal and Image Processing
-
J. A. Tropp, A. C. Gilbert, and M. J. Strauss, "Algorithms for simultaneous sparse approximation. Part 1: Greedy pursuit," Signal Process., vol. 86, no. 3, pp. 572-588, 2006. (Pubitemid 43106572)
-
(2006)
Signal Processing
, vol.86
, Issue.3
, pp. 572-588
-
-
Tropp, J.A.1
Gilbert, A.C.2
Strauss, M.J.3
-
35
-
-
64649083745
-
Signal recovery from random measurements via orthogonal matching pursuit
-
Dec.
-
J. Tropp and A. Gilbert, "Signal recovery from random measurements via orthogonal matching pursuit," IEEE Trans. Inf. Theory, vol. 53, no. 12, pp. 4655-4666, Dec. 2007.
-
(2007)
IEEE Trans. Inf. Theory
, vol.53
, Issue.12
, pp. 4655-4666
-
-
Tropp, J.1
Gilbert, A.2
-
36
-
-
84881639372
-
A greedy pursuit approach to classification using multitask multivariate sparse representations
-
Penn. State Univ., PA, USA
-
C. Jeon, V. Monga, and U. Srinivas, "A greedy pursuit approach to classification using multitask multivariate sparse representations," Penn. State Univ., PA, USA, Tech. Rep., 2012.
-
(2012)
Tech. Rep.
-
-
Jeon, C.1
Monga, V.2
Srinivas, U.3
-
37
-
-
0003408420
-
-
Cambridge, MA, USA: MIT Press
-
B. Scholkopf and A. J. Smola, Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond. Cambridge, MA, USA: MIT Press, 2001.
-
(2001)
Learning with Kernels: Support Vector Machines, Regularization, Optimization, and beyond
-
-
Scholkopf, B.1
Smola, A.J.2
-
38
-
-
84886767209
-
-
Online
-
"Kernel machines." [Online]. Available: http://en.wikipedia. org/wiki/ File:Kernel Machine.png
-
Kernel Machines
-
-
-
39
-
-
77955986472
-
Visual classification with multitask joint sparse representation
-
Jun.
-
X.-T. Yuan and S. Yan, "Visual classification with multitask joint sparse representation," in Proc. IEEE Conf. Comput. Vision Pattern Recognit., Jun. 2010, pp. 3493-3500.
-
(2010)
Proc. IEEE Conf. Comput. Vision Pattern Recognit.
, pp. 3493-3500
-
-
Yuan, X.-T.1
Yan, S.2
-
40
-
-
77952743135
-
Computational methods for sparse solution of linear inverse problems
-
Jun.
-
J. Tropp and S. Wright, "Computational methods for sparse solution of linear inverse problems," Proc. IEEE, vol. 98, no. 6, pp. 948-958, Jun. 2010.
-
(2010)
Proc. IEEE
, vol.98
, Issue.6
, pp. 948-958
-
-
Tropp, J.1
Wright, S.2
-
41
-
-
0034244889
-
Learning patterns of activity using real-time tracking
-
Aug.
-
C. Stauffer and W. Grimson, "Learning patterns of activity using real-time tracking," IEEE Trans. Pattern Anal. Mach. Intell., vol. 22, no. 8, pp. 747-757, Aug. 2000.
-
(2000)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.22
, Issue.8
, pp. 747-757
-
-
Stauffer, C.1
Grimson, W.2
-
43
-
-
78650908081
-
Robust multiple car tracking with occlusion reasoning
-
D. Koller, J. Weber, and J. Malik, "Robust multiple car tracking with occlusion reasoning," in Proc. Eur. Conf. Comput. Vision, vol. 800, 1994, pp. 189-196.
-
(1994)
Proc. Eur. Conf. Comput. Vision
, vol.800
, pp. 189-196
-
-
Koller, D.1
Weber, J.2
Malik, J.3
-
44
-
-
0035686735
-
Tracking and modeling non-rigid objects with rank constraints
-
L. Torresani, D. Yang, E. Alexander, and C. Bregler, "Tracking and modeling non-rigid objects with rank constraints," in Proc. IEEE Conf. Comput. Vision Pattern Recognit., vol. 1, 2001, pp. 493-500.
-
(2001)
Proc. IEEE Conf. Comput. Vision Pattern Recognit.
, vol.1
, pp. 493-500
-
-
Torresani, L.1
Yang, D.2
Alexander, E.3
Bregler, C.4
-
45
-
-
33744961572
-
Real-time multiple objects tracking with occlusion handling in dynamic scenes
-
1467371, Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005
-
T. Yang, Q. Pan, J. Li, and S. Li, "Real-time multiple objects tracking with occlusion handling in dynamic scenes," in Proc. IEEE Conf. Computer Vision Pattern Recognition, vol. 1, Jun. 2005, pp. 970-975. (Pubitemid 43897297)
-
(2005)
Proceedings - 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2005
, vol.I
, pp. 970-975
-
-
Yang, T.1
Li, S.Z.2
Pan, Q.3
Li, J.4
-
47
-
-
15744378302
-
Background subtraction techniques: A review
-
2004 IEEE International Conference on Systems, Man and Cybernetics, SMC 2004
-
M. Piccardi, "Background subtraction techniques: A review," in Proc. IEEE Conf. Syst., Man, Cybern., vol. 4, Oct. 2004, pp. 3099-3104. (Pubitemid 40408308)
-
(2004)
Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
, vol.4
, pp. 3099-3104
-
-
Piccardi, M.1
-
48
-
-
33845596140
-
Robust fragments-based tracking using the integral histogram
-
DOI 10.1109/CVPR.2006.256, 1640835, Proceedings - 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2006
-
A. Adam, E. Rivlin, and I. Shimshoni, "Robust fragments-based tracking using the integral histogram," in Proc. IEEE Conf. Comput. Vision Pattern Recognit., vol. 1, Jun. 2006, pp. 798-805. (Pubitemid 44931406)
-
(2006)
Proceedings - 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2006
, vol.1
, pp. 798-805
-
-
Adam, A.1
Rivlin, E.2
Shimshoni, I.3
|