-
1
-
-
79955649703
-
Human activity analysis
-
[1] Aggarwal, J.K., Ryoo, M.S., Human activity analysis. ACM Comput. Surv. 43:3 (2011), 16:1–16:43.
-
(2011)
ACM Comput. Surv.
, vol.43
, Issue.3
, pp. 161-16:43
-
-
Aggarwal, J.K.1
Ryoo, M.S.2
-
2
-
-
78751648503
-
A survey of vision-based methods for action representation, segmentation and recognition
-
[2] Weinland, D., Ronfard, R., Boyer, E., A survey of vision-based methods for action representation, segmentation and recognition. Int. J. Comput. Vis. Image Underst. 115:2 (2011), 224–241.
-
(2011)
Int. J. Comput. Vis. Image Underst.
, vol.115
, Issue.2
, pp. 224-241
-
-
Weinland, D.1
Ronfard, R.2
Boyer, E.3
-
3
-
-
84872027140
-
Real-time human pose recognition in parts from a single depth image
-
[3] Shotton, J., Fitzgibbon, A., Cook, M., Sharp, T., Finocchio, M., Moore, R., Kipman, A., Blake, A., Real-time human pose recognition in parts from a single depth image. Communications of the ACM, 2011, 116–124.
-
(2011)
Communications of the ACM
, pp. 116-124
-
-
Shotton, J.1
Fitzgibbon, A.2
Cook, M.3
Sharp, T.4
Finocchio, M.5
Moore, R.6
Kipman, A.7
Blake, A.8
-
4
-
-
84930630277
-
Deep learning
-
[4] LeCun, Y., Bengio, Y., Hinton, G., Deep learning. Nature 521 (2015), 436–444.
-
(2015)
Nature
, vol.521
, pp. 436-444
-
-
LeCun, Y.1
Bengio, Y.2
Hinton, G.3
-
5
-
-
84911386198
-
Discriminative hierarchical modeling of spatio-temporally composable human activities
-
[5] Lillo, I., Soto, A., Niebles, J.C., Discriminative hierarchical modeling of spatio-temporally composable human activities. CVPR, 2014, 812–819.
-
(2014)
CVPR
, pp. 812-819
-
-
Lillo, I.1
Soto, A.2
Niebles, J.C.3
-
6
-
-
84958104996
-
3D skeleton-based human action classification: a survey
-
[6] Presti, L.L., Cascia, M.L., 3D skeleton-based human action classification: a survey. Pattern Recogn. 53 (2015), 130–147.
-
(2015)
Pattern Recogn.
, vol.53
, pp. 130-147
-
-
Presti, L.L.1
Cascia, M.L.2
-
7
-
-
84928273573
-
Semantic human activity recognition: a literature review
-
[7] Ziaeefard, M., Bergevin, R., Semantic human activity recognition: a literature review. Pattern Recogn. 48:8 (2015), 2329–2345.
-
(2015)
Pattern Recogn.
, vol.48
, Issue.8
, pp. 2329-2345
-
-
Ziaeefard, M.1
Bergevin, R.2
-
8
-
-
24944451092
-
On space-time interest points
-
[8] Laptev, I., On space-time interest points. Int. J. Comput. Vis. 64:2-3 (2005), 107–123.
-
(2005)
Int. J. Comput. Vis.
, vol.64
, Issue.2-3
, pp. 107-123
-
-
Laptev, I.1
-
9
-
-
33845569004
-
Discriminative object class models of appearance and shape by correlatons
-
[9] Savarese, S., Winn, J., Criminisi, A., Discriminative object class models of appearance and shape by correlatons. CVPR, 2006, 2033–2040.
-
(2006)
CVPR
, pp. 2033-2040
-
-
Savarese, S.1
Winn, J.2
Criminisi, A.3
-
10
-
-
33845572523
-
Beyond bags of features: spatial pyramid matching for recognizing natural scene categories
-
[10] Lazebnik, S., Schmid, C., Ponce, J., Beyond bags of features: spatial pyramid matching for recognizing natural scene categories. CVPR, 2006, 2168–2178.
-
(2006)
CVPR
, pp. 2168-2178
-
-
Lazebnik, S.1
Schmid, C.2
Ponce, J.3
-
11
-
-
51949083365
-
Learning realistic human actions from movies
-
[11] Laptev, I., Marszalek, M., Schmid, C., Rozenfeld, B., Learning realistic human actions from movies. CVPR, 2008, 1–8.
-
(2008)
CVPR
, pp. 1-8
-
-
Laptev, I.1
Marszalek, M.2
Schmid, C.3
Rozenfeld, B.4
-
12
-
-
84884557275
-
Temporal localization of actions with actoms
-
[12] Gaidon, A., Harchaoui, Z., Schmid, C., Temporal localization of actions with actoms. IEEE Trans. Pattern Anal. Mach. Intell. 35:11 (2013), 2782–2795.
-
(2013)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.35
, Issue.11
, pp. 2782-2795
-
-
Gaidon, A.1
Harchaoui, Z.2
Schmid, C.3
-
13
-
-
78149353400
-
Modeling temporal structure of decomposable motion segments for activity classification
-
[13] Niebles, J.C., Chen, C.-W., Fei-Fei, L., Modeling temporal structure of decomposable motion segments for activity classification. ECCV, 2010, 392–405.
-
(2010)
ECCV
, pp. 392-405
-
-
Niebles, J.C.1
Chen, C.-W.2
Fei-Fei, L.3
-
14
-
-
84906782091
-
Human activity recognition from 3D data: a review
-
[14] Aggarwal, J.K., Xia, L., Human activity recognition from 3D data: a review. Pattern Recogn. Lett. 48 (2014), 70–80.
-
(2014)
Pattern Recogn. Lett.
, vol.48
, pp. 70-80
-
-
Aggarwal, J.K.1
Xia, L.2
-
15
-
-
84887375927
-
HON4D: histogram of oriented 4D normals for activity recognition from depth sequences
-
[15] Oreifej, O., Liu, Z., HON4D: histogram of oriented 4D normals for activity recognition from depth sequences. CVPR, 2013, 716–723.
-
(2013)
CVPR
, pp. 716-723
-
-
Oreifej, O.1
Liu, Z.2
-
16
-
-
84908158515
-
Spatio-temporal feature extraction and representation for RGB-D human action recognition
-
[16] Luo, J., Wang, W., Qi, H., Spatio-temporal feature extraction and representation for RGB-D human action recognition. Pattern Recogn. Lett. 50:1 (2014), 139–148.
-
(2014)
Pattern Recogn. Lett.
, vol.50
, Issue.1
, pp. 139-148
-
-
Luo, J.1
Wang, W.2
Qi, H.3
-
17
-
-
85009078185
-
Kinect for windows SDK
-
[17] Microsoft. Kinect for windows SDK. 2012.
-
(2012)
-
-
-
18
-
-
84866235335
-
Automated vision-based recognition of construction worker actions for building interior construction operations using RGBD cameras
-
[18] Escorcia, V., Davila, M.A., Golparvar-Fard, M., Niebles, J.C., Automated vision-based recognition of construction worker actions for building interior construction operations using RGBD cameras. Construction Research Congress, 2012, 879–888.
-
(2012)
Construction Research Congress
, pp. 879-888
-
-
Escorcia, V.1
Davila, M.A.2
Golparvar-Fard, M.3
Niebles, J.C.4
-
19
-
-
84911376484
-
Human action recognition by representing 3D skeletons as points in a Lie group
-
[19] Vemulapalli, R., Arrate, F., Chellappa, R., Human action recognition by representing 3D skeletons as points in a Lie group. CVPR, 2014, 588–595.
-
(2014)
CVPR
, pp. 588-595
-
-
Vemulapalli, R.1
Arrate, F.2
Chellappa, R.3
-
20
-
-
84986296553
-
Moving poselets: a discriminative and interpretable skeletal motion representation for action recognition
-
[20] Tao, L., Vidal, R., Moving poselets: a discriminative and interpretable skeletal motion representation for action recognition. IEEE International Conference on Computer Vision Workshops, 2015, 61–69.
-
(2015)
IEEE International Conference on Computer Vision Workshops
, pp. 61-69
-
-
Tao, L.1
Vidal, R.2
-
21
-
-
84884960526
-
Fusing spatiotemporal features and joints for 3D action recognition
-
[21] Zhu, Y., Chen, W., Guo, G., Fusing spatiotemporal features and joints for 3D action recognition. IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2013, 486–491.
-
(2013)
IEEE Conference on Computer Vision and Pattern Recognition Workshops
, pp. 486-491
-
-
Zhu, Y.1
Chen, W.2
Guo, G.3
-
22
-
-
84866672692
-
Mining actionlet ensemble for action recognition with depth cameras
-
[22] Wang, J., Liu, Z., Wu, Y., Yuan, J., Mining actionlet ensemble for action recognition with depth cameras. CVPR, 2012, 1290–1297.
-
(2012)
CVPR
, pp. 1290-1297
-
-
Wang, J.1
Liu, Z.2
Wu, Y.3
Yuan, J.4
-
23
-
-
24644524200
-
Visual categorization with bags of keypoints
-
[23] Csurka, G., Dance, C.R., Fan, L., Willamowski, J., Bray, C., Visual categorization with bags of keypoints. Workshop on Statistical Learning in Computer Vision, ECCV, 2004, 1–2.
-
(2004)
Workshop on Statistical Learning in Computer Vision, ECCV
, pp. 1-2
-
-
Csurka, G.1
Dance, C.R.2
Fan, L.3
Willamowski, J.4
Bray, C.5
-
24
-
-
77955993281
-
Learning mid-level features for recognition
-
[24] Boureau, Y., Bach, F., LeCun, Y., Ponce, J., Learning mid-level features for recognition. CVPR, 2010, 2559–2566.
-
(2010)
CVPR
, pp. 2559-2566
-
-
Boureau, Y.1
Bach, F.2
LeCun, Y.3
Ponce, J.4
-
25
-
-
51949101231
-
A discriminatively trained, multiscale, deformable part model
-
[25] Felzenszwalb, P., Mcallester, D., Ramanan, D., A discriminatively trained, multiscale, deformable part model. CVPR, 2008, 1–8.
-
(2008)
CVPR
, pp. 1-8
-
-
Felzenszwalb, P.1
Mcallester, D.2
Ramanan, D.3
-
26
-
-
79957467077
-
Hidden part models for human action recognition: probabilistic versus max margin
-
[26] Wang, Y., Mori, G., Hidden part models for human action recognition: probabilistic versus max margin. IEEE Trans. Pattern Anal. Mach. Intell. 33:7 (2011), 1310–1323.
-
(2011)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.33
, Issue.7
, pp. 1310-1323
-
-
Wang, Y.1
Mori, G.2
-
27
-
-
84876231242
-
ImageNet classification with deep convolutional neural networks
-
[27] Krizhevsky, A., Sutskever, I., Hinton, G., ImageNet classification with deep convolutional neural networks. NIPS, 2012, 1097–1105.
-
(2012)
NIPS
, pp. 1097-1105
-
-
Krizhevsky, A.1
Sutskever, I.2
Hinton, G.3
-
28
-
-
84959217041
-
Hierarchical recurrent neural network for skeleton based action recognition
-
[28] Du, Y., Wang, W., Wang, L., Hierarchical recurrent neural network for skeleton based action recognition. CVPR, 2015, 1110–1118.
-
(2015)
CVPR
, pp. 1110-1118
-
-
Du, Y.1
Wang, W.2
Wang, L.3
-
29
-
-
84864487638
-
Unstructured human activity detection from RGBD images
-
[29] Sung, J., Ponce, C., Selman, B., Saxena, A., Unstructured human activity detection from RGBD images. ICRA, 2012, 842–849.
-
(2012)
ICRA
, pp. 842-849
-
-
Sung, J.1
Ponce, C.2
Selman, B.3
Saxena, A.4
-
30
-
-
80052645546
-
Learning a 3D human pose distance metric from geometric pose descriptor
-
[30] Chen, C., Zhuang, Y., Nie, F., Yang, Y., Wu, F., Xiao, J., Learning a 3D human pose distance metric from geometric pose descriptor. IEEE Trans. Vis. Comput. Graph. 17:11 (2010), 1676–1689.
-
(2010)
IEEE Trans. Vis. Comput. Graph.
, vol.17
, Issue.11
, pp. 1676-1689
-
-
Chen, C.1
Zhuang, Y.2
Nie, F.3
Yang, Y.4
Wu, F.5
Xiao, J.6
-
31
-
-
80052877143
-
Action recognition by dense trajectories
-
[31] Wang, H., Klaser, A., Schmid, C., Liu, C.-L., Action recognition by dense trajectories. CVPR, 2011, 3169–3176.
-
(2011)
CVPR
, pp. 3169-3176
-
-
Wang, H.1
Klaser, A.2
Schmid, C.3
Liu, C.-L.4
-
32
-
-
16244401458
-
Regularization and variable selection via the elastic net
-
[32] Zou, H., Hastie, T., Regularization and variable selection via the elastic net. J. R. Stat. Soc. Ser. B Stat Methodol. 67:2 (2005), 301–320.
-
(2005)
J. R. Stat. Soc. Ser. B Stat Methodol.
, vol.67
, Issue.2
, pp. 301-320
-
-
Zou, H.1
Hastie, T.2
-
33
-
-
71149086466
-
Learning structural SVMs with latent variables
-
[33] Yu, C., Joachims, T., Learning structural SVMs with latent variables. ICML, 2009, 1169–1176.
-
(2009)
ICML
, pp. 1169-1176
-
-
Yu, C.1
Joachims, T.2
-
34
-
-
0037686659
-
The concave-convex procedure
-
[34] Yuille, A., Rangarajan, A., The concave-convex procedure. Neural Comput. 15:4 (2003), 915–936.
-
(2003)
Neural Comput.
, vol.15
, Issue.4
, pp. 915-936
-
-
Yuille, A.1
Rangarajan, A.2
-
35
-
-
29344450414
-
Support vector machine learning for interdependent and structured output spaces
-
[35] Tsochantaridis, I., Hofmann, T., Joachims, T., Altun, Y., Support vector machine learning for interdependent and structured output spaces. ICML, 2004, 104–111.
-
(2004)
ICML
, pp. 104-111
-
-
Tsochantaridis, I.1
Hofmann, T.2
Joachims, T.3
Altun, Y.4
-
36
-
-
69549111057
-
Cutting-plane training of structural SVMs
-
[36] Joachims, T., Finley, T., Yu, C., Cutting-plane training of structural SVMs. Mach. Learn. 77:1 (2009), 27–59.
-
(2009)
Mach. Learn.
, vol.77
, Issue.1
, pp. 27-59
-
-
Joachims, T.1
Finley, T.2
Yu, C.3
-
37
-
-
77956552331
-
Action recognition based on a bag of 3D points
-
[37] Li, W., Zhang, Z., Liu, Z., Action recognition based on a bag of 3D points. CVPR, 2010, 9–14.
-
(2010)
CVPR
, pp. 9-14
-
-
Li, W.1
Zhang, Z.2
Liu, Z.3
-
38
-
-
84898787235
-
Group sparsity and geometry constrained dictionary learning for action recognition from depth maps
-
[38] Luo, J., Wang, W., Qi, H., Group sparsity and geometry constrained dictionary learning for action recognition from depth maps. ICCV, IEEE, 2013, 1809–1816.
-
(2013)
ICCV, IEEE
, pp. 1809-1816
-
-
Luo, J.1
Wang, W.2
Qi, H.3
-
39
-
-
84911363420
-
Range-sample depth feature for action recognition
-
[39] Lu, C., Tang, C. k., Range-sample depth feature for action recognition. CVPR, 2014, 772–779.
-
(2014)
CVPR
, pp. 772-779
-
-
Lu, C.1
Tang, C.K.2
-
40
-
-
84911437630
-
Super normal vector for activity recognition using depth sequences
-
[40] Yang, X., Tian, Y., Super normal vector for activity recognition using depth sequences. CVPR, 2014, 804–811.
-
(2014)
CVPR
, pp. 804-811
-
-
Yang, X.1
Tian, Y.2
-
41
-
-
84887346790
-
An approach to pose-based action recognition
-
[41] Wang, C., Wang, Y., Yuille, A.L., An approach to pose-based action recognition. CVPR, 2013, 915–922.
-
(2013)
CVPR
, pp. 915-922
-
-
Wang, C.1
Wang, Y.2
Yuille, A.L.3
-
42
-
-
84898783696
-
Concurrent action detection with structural prediction
-
[42] Wei, P., Zheng, N., Zhao, Y., Zhu, S.-C., Concurrent action detection with structural prediction. ICCV, 2013, 3136–3143.
-
(2013)
ICCV
, pp. 3136-3143
-
-
Wei, P.1
Zheng, N.2
Zhao, Y.3
Zhu, S.-C.4
|