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Volumn , Issue , 2017, Pages 2592-2599

Minimum uncertainty latent variable models for robot recognition of sequential human activities

Author keywords

[No Author keywords available]

Indexed keywords

EQUIVALENCE CLASSES; RANDOM PROCESSES; ROBOTICS; ROBOTS; UNCERTAINTY ANALYSIS;

EID: 85017486016     PISSN: 10504729     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICRA.2017.7989302     Document Type: Conference Paper
Times cited : (3)

References (41)
  • 1
    • 0142192295 scopus 로고    scopus 로고
    • Conditional random fields: Probabilistic models for segmenting and labeling sequence data
    • J. D. Lafferty, A. McCallum, and F. C. N. Pereira, "Conditional random fields: Probabilistic models for segmenting and labeling sequence data", in ICML, 2001.
    • (2001) ICML
    • Lafferty, J.D.1    McCallum, A.2    Pereira, F.C.N.3
  • 3
    • 79957467077 scopus 로고    scopus 로고
    • Hidden part models for human action recognition: Probabilistic versus max margin
    • Y. Wang and G. Mori, "Hidden part models for human action recognition: Probabilistic versus max margin", PAMI, vol. 33, no. 7, pp. 1310-1323, 2011.
    • (2011) PAMI , vol.33 , Issue.7 , pp. 1310-1323
    • Wang, Y.1    Mori, G.2
  • 4
    • 29344448013 scopus 로고    scopus 로고
    • Semi-supervised learning by entropy minimization
    • Y. Grandvalet and Y. Bengio, "Semi-supervised learning by entropy minimization", in NIPS, 2004.
    • (2004) NIPS
    • Grandvalet, Y.1    Bengio, Y.2
  • 5
    • 84867122674 scopus 로고    scopus 로고
    • Modeling latent variable uncertainty for loss-based learning
    • M. P. Kumar, B. Packer, and D. Koller, "Modeling latent variable uncertainty for loss-based learning", in ICML, 2012.
    • (2012) ICML
    • Kumar, M.P.1    Packer, B.2    Koller, D.3
  • 6
    • 79955649703 scopus 로고    scopus 로고
    • Human activity analysis: A review
    • Apr.
    • J. Aggarwal and M. Ryoo, "Human activity analysis: A review", ACM Comput. Surv., vol. 43, no. 3, pp. 16:1-16:43, Apr. 2011.
    • (2011) ACM Comput. Surv. , vol.43 , Issue.3 , pp. 161-1643
    • Aggarwal, J.1    Ryoo, M.2
  • 7
    • 55149089260 scopus 로고    scopus 로고
    • Machine recognition of human activities: A survey
    • P. K. Turaga, R. Chellappa, V. S. Subrahmanian, and O. Udrea, "Machine recognition of human activities: A survey", TCSVT, vol. 18, no. 11, pp. 1473-1488, 2008.
    • (2008) TCSVT , vol.18 , Issue.11 , pp. 1473-1488
    • Turaga, P.K.1    Chellappa, R.2    Subrahmanian, V.S.3    Udrea, O.4
  • 8
    • 24944451092 scopus 로고    scopus 로고
    • On space-time interest points
    • I. Laptev, "On space-time interest points", IJCV, vol. 64, pp. 107-123, 2005.
    • (2005) IJCV , vol.64 , pp. 107-123
    • Laptev, I.1
  • 9
    • 33846622081 scopus 로고    scopus 로고
    • Behavior recognition via sparse spatio-temporal features
    • P. Dollar, V. Rabaud, G. Cottrell, and S. Belongie, "Behavior recognition via sparse spatio-temporal features", in VSPETS, 2005.
    • (2005) VSPETS
    • Dollar, P.1    Rabaud, V.2    Cottrell, G.3    Belongie, S.4
  • 10
    • 84876945537 scopus 로고    scopus 로고
    • Dense trajectories and motion boundary descriptors for action recognition
    • H. Wang, A. Klaser, C. Schmid, and C.-L. Liu, "Dense trajectories and motion boundary descriptors for action recognition", IJCV, vol. 103, no. 1, pp. 60-79, 2013.
    • (2013) IJCV , vol.103 , Issue.1 , pp. 60-79
    • Wang, H.1    Klaser, A.2    Schmid, C.3    Liu, C.-L.4
  • 11
    • 84856080935 scopus 로고    scopus 로고
    • Selective spatio-temporal interest points
    • Mar.
    • B. Chakraborty, M. B. Holte, T. B. Moeslund, and J. Gonźilez, "Selective spatio-temporal interest points", CVIU, vol. 116, no. 3, pp. 396-410, Mar. 2012.
    • (2012) CVIU , vol.116 , Issue.3 , pp. 396-410
    • Chakraborty, B.1    Holte, M.B.2    Moeslund, T.B.3    Gonźilez, J.4
  • 12
    • 84887375927 scopus 로고    scopus 로고
    • HON4D: Histogram of oriented 4D normals for activity recognition from depth sequences
    • O. Oreifej and Z. Liu, "HON4D: Histogram of oriented 4D normals for activity recognition from depth sequences", in CVPR, 2013.
    • (2013) CVPR
    • Oreifej, O.1    Liu, Z.2
  • 13
    • 84871393884 scopus 로고    scopus 로고
    • Robust 3D action recognition with random occupancy patterns
    • J. Wang, Z. Liu, J. Chorowski, Z. Chen, and Y. Wu, "Robust 3D action recognition with random occupancy patterns", in ECCV, 2012.
    • (2012) ECCV
    • Wang, J.1    Liu, Z.2    Chorowski, J.3    Chen, Z.4    Wu, Y.5
  • 14
    • 84938240196 scopus 로고    scopus 로고
    • Adaptive humancentered representation for activity recognition of multiple individuals from 3d point cloud sequences
    • H. Zhang, C. Reardon, C. Zhang, and L. E. Parker, "Adaptive humancentered representation for activity recognition of multiple individuals from 3d point cloud sequences", in ICRA, 2015.
    • (2015) ICRA
    • Zhang, H.1    Reardon, C.2    Zhang, C.3    Parker, L.E.4
  • 15
    • 80054879214 scopus 로고    scopus 로고
    • Knowledge based activity recognition with dynamic Bayesian network
    • Z. Zeng and Q. Ji, "Knowledge based activity recognition with dynamic bayesian network", in ECCV, 2010.
    • (2010) ECCV
    • Zeng, Z.1    Ji, Q.2
  • 16
    • 0032688874 scopus 로고    scopus 로고
    • Structure and parameter learning via entropy minimization, with applications to mixture and hidden Markov models
    • M. Brand, "Structure and parameter learning via entropy minimization, with applications to mixture and hidden Markov models", in ICASSP, 1999.
    • (1999) ICASSP
    • Brand, M.1
  • 17
    • 84881410216 scopus 로고    scopus 로고
    • Gaussian mixture based HMM for human daily activity recognition using 3D skeleton features
    • L. Piyathilaka and S. Kodagoda, "Gaussian mixture based HMM for human daily activity recognition using 3D skeleton features", mICIEA, 2013.
    • (2013) MICIEA
    • Piyathilaka, L.1    Kodagoda, S.2
  • 18
    • 76749161402 scopus 로고    scopus 로고
    • Bundle methods for regularized risk minimization
    • C. H. Teo, A. Smola, S. V. Vishwanathan, and Q. V. Le, "Bundle methods for regularized risk minimization", JMLR, vol. 11, pp. 311-365, 2010.
    • (2010) JMLR , vol.11 , pp. 311-365
    • Teo, C.H.1    Smola, A.2    Vishwanathan, S.V.3    Le, Q.V.4
  • 19
    • 84873463794 scopus 로고    scopus 로고
    • Regularized bundle methods for convex and non-convex risks
    • Dec.
    • T.-M.-T. Do and T. Artieres, "Regularized bundle methods for convex and non-convex risks", JMLR, vol. 13, no. 1, pp. 3539-3583, Dec. 2012.
    • (2012) JMLR , vol.13 , Issue.1 , pp. 3539-3583
    • Do, T.-M.-T.1    Artieres, T.2
  • 20
    • 84887335980 scopus 로고    scopus 로고
    • Action recognition by hierarchical sequence summarization
    • Y. Song, L.-P. Morency, and R. Davis, "Action recognition by hierarchical sequence summarization", in CVPR, 2013.
    • (2013) CVPR
    • Song, Y.1    Morency, L.-P.2    Davis, R.3
  • 21
    • 0038942680 scopus 로고
    • Generalized entropy of order a and type fi
    • J. N. Kapur, "Generalized entropy of order a and type fi" Maths Seminar, vol. 4, 1967.
    • (1967) Maths Seminar , vol.4
    • Kapur, J.N.1
  • 23
    • 70450162149 scopus 로고    scopus 로고
    • Learning partially-observed hidden conditional random fields for facial expression recognition
    • K.-Y. Chang, T.-L. Liu, and S.-H. Lai, "Learning partially-observed hidden conditional random fields for facial expression recognition", in CVPR, 2009.
    • (2009) CVPR
    • Chang, K.-Y.1    Liu, T.-L.2    Lai, S.-H.3
  • 25
    • 34948881770 scopus 로고    scopus 로고
    • Latent-dynamic discriminative models for continuous gesture recognition
    • L.-P. Morency, A. Quattoni, and T. Darrell, "Latent-dynamic discriminative models for continuous gesture recognition", in CVPR, 2007.
    • (2007) CVPR
    • Morency, L.-P.1    Quattoni, A.2    Darrell, T.3
  • 26
    • 79958718274 scopus 로고    scopus 로고
    • Multi-signal gesture recognition using temporal smoothing hidden conditional random fields
    • Y. Song, D. Demirdjian, and R. Davis, "Multi-signal gesture recognition using temporal smoothing hidden conditional random fields", in FG, 2011.
    • (2011) FG
    • Song, Y.1    Demirdjian, D.2    Davis, R.3
  • 27
    • 70450265503 scopus 로고    scopus 로고
    • Optimized cutting plane algorithm for large-scale risk minimization
    • V. Franc and S. Sonnenburg, "Optimized cutting plane algorithm for large-scale risk minimization", JMLR, vol. 10, pp. 2157-2192, 2009.
    • (2009) JMLR , vol.10 , pp. 2157-2192
    • Franc, V.1    Sonnenburg, S.2
  • 28
    • 84864487638 scopus 로고    scopus 로고
    • Unstructured human activity detection from RGBD images
    • J. Sung, C. Ponce, B. Selman, and A. Saxena, "Unstructured human activity detection from RGBD images", in ICRA, 2012.
    • (2012) ICRA
    • Sung, J.1    Ponce, C.2    Selman, B.3    Saxena, A.4
  • 29
    • 84922607007 scopus 로고    scopus 로고
    • Order-preserving sparse coding for sequence classification
    • B. Ni, P. Moulin, and S. Yan, "Order-preserving sparse coding for sequence classification", in ECCV, 2012.
    • (2012) ECCV
    • Ni, B.1    Moulin, P.2    Yan, S.3
  • 30
    • 84900557701 scopus 로고    scopus 로고
    • Learning actionlet ensemble for 3d human action recognition
    • May
    • J. Wang, Z. Liu, Y. Wu, and J. Yuan, "Learning actionlet ensemble for 3d human action recognition", PAMI, vol. 36, no. 5, pp. 914-927, May 2014.
    • (2014) PAMI , vol.36 , Issue.5 , pp. 914-927
    • Wang, J.1    Liu, Z.2    Wu, Y.3    Yuan, J.4
  • 31
  • 32
    • 84911447839 scopus 로고    scopus 로고
    • A cause and effect analysis of motion trajectories for modeling actions
    • S. Narayan and K. Ramakrishnan, "A cause and effect analysis of motion trajectories for modeling actions", in CVPR, 2014.
    • (2014) CVPR
    • Narayan, S.1    Ramakrishnan, K.2
  • 33
    • 84864968280 scopus 로고    scopus 로고
    • EigenJoints-based action recognition using naive-Bayes-nearest-neighbor
    • X. Yang and Y. Tian, "EigenJoints-based action recognition using naive-Bayes-nearest-neighbor", CVPRW, 2012.
    • (2012) CVPRW
    • Yang, X.1    Tian, Y.2
  • 34
    • 84887398298 scopus 로고    scopus 로고
    • Better exploiting motion for better action recognition
    • M. Jain, H. Jegou, and P. Bouthemy, "Better exploiting motion for better action recognition", in CVPR, 2013.
    • (2013) CVPR
    • Jain, M.1    Jegou, H.2    Bouthemy, P.3
  • 35
    • 84898805910 scopus 로고    scopus 로고
    • Action recognition with improved trajectories
    • H. Wang and C. Schmid, "Action recognition with improved trajectories", in ICCV, 2013.
    • (2013) ICCV
    • Wang, H.1    Schmid, C.2
  • 37
    • 84874549567 scopus 로고    scopus 로고
    • Action spotting and recognition based on a spatiotemporal orientation analysis
    • K. G. Derpanis, M. Sizintsev, K. J. Cannons, and R. P. Wildes, "Action spotting and recognition based on a spatiotemporal orientation analysis", PAMI, vol. 35, no. 3, p. 527540, 2013.
    • (2013) PAMI , vol.35 , Issue.3 , pp. 527540
    • Derpanis, K.G.1    Sizintsev, M.2    Cannons, K.J.3    Wildes, R.P.4
  • 38
    • 77953210669 scopus 로고    scopus 로고
    • Fast realistic multi-action recognition using mined dense spatio-temporal features
    • A. Gilbert, J. Illingworth, and R. Bowden, "Fast realistic multi-action recognition using mined dense spatio-temporal features." in ICCV, 2009.
    • (2009) ICCV
    • Gilbert, A.1    Illingworth, J.2    Bowden, R.3
  • 39
    • 84898428599 scopus 로고    scopus 로고
    • Improving bag-of-features action recognition with non-local cues
    • M. M. Ullah, S. N. Parizi, and I. Laptev, "Improving bag-of-features action recognition with non-local cues", in BMVC, 2010.
    • (2010) BMVC
    • Ullah, M.M.1    Parizi, S.N.2    Laptev, I.3
  • 40
    • 84863403768 scopus 로고    scopus 로고
    • Conditional likelihood maximisation: A unifying framework for information theoretic feature selection
    • Jan.
    • G. Brown, A. Pocock, M.-J. Zhao, and M. Lujan, "Conditional likelihood maximisation: a unifying framework for information theoretic feature selection", JMLR, vol. 13, no. 1, pp. 27-66, Jan. 2012.
    • (2012) JMLR , vol.13 , Issue.1 , pp. 27-66
    • Brown, G.1    Pocock, A.2    Zhao, M.-J.3    Lujan, M.4
  • 41
    • 77953208298 scopus 로고    scopus 로고
    • Selection and context for action recognition
    • D. Han, L. Bo, and C. Sminchisescu, "Selection and context for action recognition", in ICCV, 2009.
    • (2009) ICCV
    • Han, D.1    Bo, L.2    Sminchisescu, C.3


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