메뉴 건너뛰기




Volumn 283, Issue , 2016, Pages 70-89

Human motion classification using 2D stick-model matching regression coefficients

Author keywords

2D motion; Classification; Human stick model; Motion estimation; Polynomial fitting

Indexed keywords

CLASSIFICATION (OF INFORMATION); COMPUTATIONAL COMPLEXITY; ESTIMATION; FUNCTIONS; IMAGE MATCHING; ITERATIVE METHODS; MOTION ANALYSIS; POLYNOMIALS; TREES (MATHEMATICS);

EID: 84960087030     PISSN: 00963003     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.amc.2016.02.032     Document Type: Article
Times cited : (15)

References (64)
  • 1
    • 0037230995 scopus 로고    scopus 로고
    • Human motion estimation from monocular image sequence based on cross-entropy regularization
    • Y. Wang, G. Baciu Human motion estimation from monocular image sequence based on cross-entropy regularization Pattern Recognit. Lett. 24 2003 315 325
    • (2003) Pattern Recognit. Lett. , vol.24 , pp. 315-325
    • Wang, Y.1    Baciu, G.2
  • 2
    • 35048813101 scopus 로고    scopus 로고
    • Silhouette based human motion estimation
    • C. Rasmussen H. Bülthoff B. Schölkopf M. Giese Springer Berlin Heidelberg
    • B. Rosenhahn, R. Klette, G. Sommer Silhouette based human motion estimation C. Rasmussen H. Bülthoff B. Schölkopf M. Giese Pattern Recognition 2004 Springer Berlin Heidelberg 294 301
    • (2004) Pattern Recognition , pp. 294-301
    • Rosenhahn, B.1    Klette, R.2    Sommer, G.3
  • 3
    • 27244447630 scopus 로고    scopus 로고
    • A system for marker-less human motion estimation
    • W. Kropatsch R. Sablatnig A. Hanbury Springer Berlin Heidelberg
    • B. Rosenhahn, U.G. Kersting, A.W. Smith, J.K. Gurney, T. Brox, R. Klette A system for marker-less human motion estimation W. Kropatsch R. Sablatnig A. Hanbury Pattern Recognition 2005 Springer Berlin Heidelberg 230 237
    • (2005) Pattern Recognition , pp. 230-237
    • Rosenhahn, B.1    Kersting, U.G.2    Smith, A.W.3    Gurney, J.K.4    Brox, T.5    Klette, R.6
  • 4
    • 33847067869 scopus 로고    scopus 로고
    • 3D human model and joint parameter estimation from monocular image
    • M. Tong, Y. Liu, T.S. Huang 3D human model and joint parameter estimation from monocular image Pattern Recognit. Lett. 28 2007 797 805
    • (2007) Pattern Recognit. Lett. , vol.28 , pp. 797-805
    • Tong, M.1    Liu, Y.2    Huang, T.S.3
  • 5
    • 58149101260 scopus 로고    scopus 로고
    • Automatic estimation of skeletal motion from optical motion capture data
    • A. Egges A. Kamphuis M. Overmars Springer Berlin Heidelberg
    • Z. Xiao, H. Nait-Charif, J. Zhang Automatic estimation of skeletal motion from optical motion capture data A. Egges A. Kamphuis M. Overmars Motion in Games 2008 Springer Berlin Heidelberg 144 153
    • (2008) Motion in Games , pp. 144-153
    • Xiao, Z.1    Nait-Charif, H.2    Zhang, J.3
  • 6
    • 70350347429 scopus 로고    scopus 로고
    • Video-based human motion estimation system
    • V. Duffy Springer Berlin Heidelberg
    • M. Milanova, L. Bocchi Video-based human motion estimation system V. Duffy Digital Human Modeling 2009 Springer Berlin Heidelberg 132 139
    • (2009) Digital Human Modeling , pp. 132-139
    • Milanova, M.1    Bocchi, L.2
  • 7
    • 84900602364 scopus 로고    scopus 로고
    • Motion estimation using a statistical solid dynamic method
    • A. Kecskeméthy A. Müller Springer Berlin Heidelberg
    • A. Wolf, M. Senesh Motion estimation using a statistical solid dynamic method A. Kecskeméthy A. Müller Computational Kinematics 2009 Springer Berlin Heidelberg 109 116
    • (2009) Computational Kinematics , pp. 109-116
    • Wolf, A.1    Senesh, M.2
  • 8
    • 85026970997 scopus 로고    scopus 로고
    • Motion estimation based on optical flow and an artificial neural network (ANN)
    • J. Zhang, F. Zhang, M. Ito Motion estimation based on optical flow and an artificial neural network (ANN) Artif. Life Robot. 14 2009 502 505
    • (2009) Artif. Life Robot. , vol.14 , pp. 502-505
    • Zhang, J.1    Zhang, F.2    Ito, M.3
  • 9
    • 80053646159 scopus 로고    scopus 로고
    • Multiview human pose estimation with unconstrained motions
    • J. Shen, W. Yang, Q. Liao Multiview human pose estimation with unconstrained motions Pattern Recognit. Lett. 32 2011 2025 2035
    • (2011) Pattern Recognit. Lett. , vol.32 , pp. 2025-2035
    • Shen, J.1    Yang, W.2    Liao, Q.3
  • 10
    • 84855341625 scopus 로고    scopus 로고
    • Multi-view 3D human pose estimation in complex environment
    • M. Hofmann, D.M. Gavrila Multi-view 3D human pose estimation in complex environment Int. J. Comput. Vis. 96 2012 103 124
    • (2012) Int. J. Comput. Vis. , vol.96 , pp. 103-124
    • Hofmann, M.1    Gavrila, D.M.2
  • 11
    • 84885376200 scopus 로고    scopus 로고
    • Cooperative estimation of human motion and surfaces using multiview videos
    • W. Luo, T. Yamasaki, K. Aizawa Cooperative estimation of human motion and surfaces using multiview videos Comput. Vis. Image Underst. 117 2013 1560 1574
    • (2013) Comput. Vis. Image Underst. , vol.117 , pp. 1560-1574
    • Luo, W.1    Yamasaki, T.2    Aizawa, K.3
  • 12
    • 58349085128 scopus 로고    scopus 로고
    • Human pose estimation from corrupted silhouettes using a sub-manifold voting strategy in latent variable space
    • C. Shen, X. Lin, Y. Shi Human pose estimation from corrupted silhouettes using a sub-manifold voting strategy in latent variable space Pattern Recognit. Lett. 30 2009 421 431
    • (2009) Pattern Recognit. Lett. , vol.30 , pp. 421-431
    • Shen, C.1    Lin, X.2    Shi, Y.3
  • 13
    • 70849088897 scopus 로고    scopus 로고
    • Classifying human leg motions with uniaxial piezoelectric gyroscopes
    • O. Tunçel, K. Altun, B. Barshan Classifying human leg motions with uniaxial piezoelectric gyroscopes Sensors 9 2009 8508 8546
    • (2009) Sensors , vol.9 , pp. 8508-8546
    • Tunçel, O.1    Altun, K.2    Barshan, B.3
  • 14
    • 85026972659 scopus 로고    scopus 로고
    • Segmentation and classification of human actions and actor characteristics with 3D motion data
    • S.A. Etemad, A. Arya Segmentation and classification of human actions and actor characteristics with 3D motion data Int. J. Artif. Intell. Appl. 3 2012 65 81
    • (2012) Int. J. Artif. Intell. Appl. , vol.3 , pp. 65-81
    • Etemad, S.A.1    Arya, A.2
  • 15
    • 67650272872 scopus 로고    scopus 로고
    • Human action recognition by feature-reduced Gaussian process classification
    • H. Zhou, L. Wang, D. Suter Human action recognition by feature-reduced Gaussian process classification Pattern Recognit. Lett. 30 2009 1059 1066
    • (2009) Pattern Recognit. Lett. , vol.30 , pp. 1059-1066
    • Zhou, H.1    Wang, L.2    Suter, D.3
  • 16
  • 17
    • 79151485903 scopus 로고    scopus 로고
    • Local ternary patterns from three orthogonal planes for human action classification
    • L. Nanni, S. Brahnam, A. Lumini Local ternary patterns from three orthogonal planes for human action classification Expert Syst. Appl. 38 2011 5125 5128
    • (2011) Expert Syst. Appl. , vol.38 , pp. 5125-5128
    • Nanni, L.1    Brahnam, S.2    Lumini, A.3
  • 19
    • 79952008127 scopus 로고    scopus 로고
    • A new approach for classification of human gait based on time-frequency feature representations
    • I. Orović, S. Stanković, M. Amin A new approach for classification of human gait based on time-frequency feature representations Signal Process. 91 2011 1448 1456
    • (2011) Signal Process. , vol.91 , pp. 1448-1456
    • Orović, I.1    Stanković, S.2    Amin, M.3
  • 20
    • 84870241391 scopus 로고    scopus 로고
    • Kernel-based representation for 2D/3D motion trajectory retrieval and classification
    • W.-Y. Lin, C.-Y. Hsieh Kernel-based representation for 2D/3D motion trajectory retrieval and classification Pattern Recognit. 46 2013 662 670
    • (2013) Pattern Recognit. , vol.46 , pp. 662-670
    • Lin, W.-Y.1    Hsieh, C.-Y.2
  • 21
    • 84893810136 scopus 로고    scopus 로고
    • Classification and translation of style and affect in human motion using RBF neural networks
    • S.A. Etemad, A. Arya Classification and translation of style and affect in human motion using RBF neural networks Neurocomputing 129 2014 585 595
    • (2014) Neurocomputing , vol.129 , pp. 585-595
    • Etemad, S.A.1    Arya, A.2
  • 22
    • 84899628060 scopus 로고    scopus 로고
    • A bag of words approach to subject specific 3D human pose interaction classification with random decision forests
    • J. Deng, X. Xie, B. Daubney A bag of words approach to subject specific 3D human pose interaction classification with random decision forests Graph. Models 76 2014 162 171
    • (2014) Graph. Models , vol.76 , pp. 162-171
    • Deng, J.1    Xie, X.2    Daubney, B.3
  • 24
    • 0347410736 scopus 로고    scopus 로고
    • Video analysis of human dynamics - A survey
    • J.J. Wang, S. Singh Video analysis of human dynamics - A survey Real Time Imaging 9 2003 321 346
    • (2003) Real Time Imaging , vol.9 , pp. 321-346
    • Wang, J.J.1    Singh, S.2
  • 25
    • 84960146908 scopus 로고    scopus 로고
    • PlaymakersOkemos, Good form running Retrieved 28 June, 2012 from
    • PlaymakersOkemos, Good form running, 2009. Retrieved 28 June, 2012 from http://www.youtube.com/watch?v=Tx6x2cD6Y8Q.
    • (2009)
  • 26
    • 84960146909 scopus 로고    scopus 로고
    • GymstickFitness, Gymstick nordic walking technique Retrieved 29 June, 2012 from
    • GymstickFitness, Gymstick nordic walking technique, 2010. Retrieved 29 June, 2012 from http://www.youtube.com/watch?v=EuuCAipLeQY.
    • (2010)
  • 27
    • 85026963469 scopus 로고    scopus 로고
    • VerticalJumpKing, Vertical jump for basketball training Retrieved 29 June, 2012 from
    • VerticalJumpKing, Vertical jump for basketball training, 2011. Retrieved 29 June, 2012 from http://www.youtube.com/watch?v=HKOevvmGUOQ.
    • (2011)
  • 28
    • 84876526304 scopus 로고    scopus 로고
    • A SVM-based regression model to study the air quality at local scale in Oviedo urban area (Northern Spain): A case study
    • P.J. García Nieto, E.F. Combarro, J.J. del Coz Díaz, E. Montañés A SVM-based regression model to study the air quality at local scale in Oviedo urban area (Northern Spain): A case study Appl. Math. Comput. 219 2013 8923 8937
    • (2013) Appl. Math. Comput. , vol.219 , pp. 8923-8937
    • García Nieto, P.J.1    Combarro, E.F.2    Del Coz Díaz, J.J.3    Montañés, E.4
  • 29
    • 84905662829 scopus 로고    scopus 로고
    • Cell-average multiresolution based on local polynomial regression. Application to image processing
    • F. Aràndiga, D.F. Yáñez Cell-average multiresolution based on local polynomial regression. Application to image processing Appl. Math. Comput. 245 2014 1 16
    • (2014) Appl. Math. Comput. , vol.245 , pp. 1-16
    • Aràndiga, F.1    Yáñez, D.F.2
  • 34
    • 33749990780 scopus 로고    scopus 로고
    • A survey of advances in vision-based human motion capture and analysis
    • T.B. Moeslund, A. Hilton, V. Krüger A survey of advances in vision-based human motion capture and analysis Comput. Vis. Image Underst. 104 2006 90 126
    • (2006) Comput. Vis. Image Underst. , vol.104 , pp. 90-126
    • Moeslund, T.B.1    Hilton, A.2    Krüger, V.3
  • 35
  • 37
    • 84886408677 scopus 로고    scopus 로고
    • Two-layer dual gait generative models for human motion estimation from a single camera
    • X. Zhang, G. Fan, L.-S. Chou Two-layer dual gait generative models for human motion estimation from a single camera Image Vis. Comput. 31 2013 473 486
    • (2013) Image Vis. Comput. , vol.31 , pp. 473-486
    • Zhang, X.1    Fan, G.2    Chou, L.-S.3
  • 38
    • 84882638098 scopus 로고    scopus 로고
    • Motion capture and human pose reconstruction from a single-view video sequence
    • U. Güdükbay, I. Demir, Y. Dedeoʇlu Motion capture and human pose reconstruction from a single-view video sequence Digit. Signal Prog. 23 2013 1441 1450
    • (2013) Digit. Signal Prog. , vol.23 , pp. 1441-1450
    • Güdükbay, U.1    Demir, I.2    Dedeoʇlu, Y.3
  • 40
    • 82355169486 scopus 로고    scopus 로고
    • Real-time stylistic prediction for whole-body human motions
    • T. Matsubara, S.-H. Hyon, J. Morimoto Real-time stylistic prediction for whole-body human motions Neural Netw. 25 2012 191 199
    • (2012) Neural Netw. , vol.25 , pp. 191-199
    • Matsubara, T.1    Hyon, S.-H.2    Morimoto, J.3
  • 41
    • 84856117829 scopus 로고    scopus 로고
    • Estimating pose of articulated objects using low-level motion
    • B. Daubney, D. Gibson, N. Campbell Estimating pose of articulated objects using low-level motion Comput. Vis. Image Underst. 116 2012 330 346
    • (2012) Comput. Vis. Image Underst. , vol.116 , pp. 330-346
    • Daubney, B.1    Gibson, D.2    Campbell, N.3
  • 42
    • 5644238027 scopus 로고    scopus 로고
    • Unsupervised video object segmentation and tracking based on new edge features
    • B.-G. Kim, D.-J. Park Unsupervised video object segmentation and tracking based on new edge features Pattern Recognit. Lett. 25 2004 1731 1742
    • (2004) Pattern Recognit. Lett. , vol.25 , pp. 1731-1742
    • Kim, B.-G.1    Park, D.-J.2
  • 43
    • 77955788845 scopus 로고    scopus 로고
    • Real time motion data preprocessing
    • P. Benický, L. Jurišica Real time motion data preprocessing J. Electr. Eng. 61 2011 247 251
    • (2011) J. Electr. Eng. , vol.61 , pp. 247-251
    • Benický, P.1    Jurišica, L.2
  • 44
    • 84863371006 scopus 로고    scopus 로고
    • Motion segmentation based on edge detection
    • X. Long, X. Wu Motion segmentation based on edge detection Procedia Eng. 29 2012 74 78
    • (2012) Procedia Eng. , vol.29 , pp. 74-78
    • Long, X.1    Wu, X.2
  • 46
    • 84871151049 scopus 로고    scopus 로고
    • Middle-level representation for human activities recognition: the role of spatio-temporal relationships
    • K. Kutulakos Springer Berlin Heidelberg
    • F. Yuan, V. Prinet, J. Yuan Middle-level representation for human activities recognition: The role of spatio-temporal relationships K. Kutulakos Trends and Topics in Computer Vision 2012 Springer Berlin Heidelberg 168 180
    • (2012) Trends and Topics in Computer Vision , pp. 168-180
    • Yuan, F.1    Prinet, V.2    Yuan, J.3
  • 48
    • 84904541733 scopus 로고    scopus 로고
    • Activity-based methods for person recognition in motion capture sequences
    • E. Fotiadou, N. Nikolaidis Activity-based methods for person recognition in motion capture sequences Pattern Recognit. Lett. 49 2014 48 54
    • (2014) Pattern Recognit. Lett. , vol.49 , pp. 48-54
    • Fotiadou, E.1    Nikolaidis, N.2
  • 50
    • 84875243023 scopus 로고    scopus 로고
    • Learning discriminative features for fast frame-based action recognition
    • L. Wang, Y. Wang, T. Jiang, D. Zhao, W. Gao Learning discriminative features for fast frame-based action recognition Pattern Recognit. 46 2013 1832 1840
    • (2013) Pattern Recognit. , vol.46 , pp. 1832-1840
    • Wang, L.1    Wang, Y.2    Jiang, T.3    Zhao, D.4    Gao, W.5
  • 52
    • 79751532010 scopus 로고    scopus 로고
    • Dimensionality reduction using a Gaussian process annealed particle filter for tracking and classification of articulated body motions
    • L. Raskin, M. Rudzsky, E. Rivlin Dimensionality reduction using a Gaussian process annealed particle filter for tracking and classification of articulated body motions Comput. Vis. Image Underst. 115 2011 503 519
    • (2011) Comput. Vis. Image Underst. , vol.115 , pp. 503-519
    • Raskin, L.1    Rudzsky, M.2    Rivlin, E.3
  • 54
    • 84907342760 scopus 로고    scopus 로고
    • Compressive classification of human motion using pyroelectric infrared sensors
    • Q. Guan, C. Li, X. Guo, G. Wang Compressive classification of human motion using pyroelectric infrared sensors Pattern Recognit. Lett. 49 2014 231 237
    • (2014) Pattern Recognit. Lett. , vol.49 , pp. 231-237
    • Guan, Q.1    Li, C.2    Guo, X.3    Wang, G.4
  • 56
    • 84960146912 scopus 로고
    • Pure and applied mathematics: A Wiley-interscience series of texts, monographs and tracts
    • Wiley New York
    • L.L. Schumaker Pure and applied mathematics: A Wiley-interscience series of texts, monographs and tracts Spline Functions: Basic Theory 1981 Wiley New York
    • (1981) Spline Functions: Basic Theory
    • Schumaker, L.L.1
  • 57
    • 84893752269 scopus 로고    scopus 로고
    • Sketching human character animations by composing sequences from large motion database
    • I. Yoo, J. Vanek, M. Nizovtseva, N. Adamo-Villani, B. Benes Sketching human character animations by composing sequences from large motion database Vis. Comput. 30 2014 213 227
    • (2014) Vis. Comput. , vol.30 , pp. 213-227
    • Yoo, I.1    Vanek, J.2    Nizovtseva, M.3    Adamo-Villani, N.4    Benes, B.5
  • 58
    • 84938203224 scopus 로고    scopus 로고
    • A piecewise polynomial trend against long range dependence
    • C. Baek A piecewise polynomial trend against long range dependence J. Korean Stat. Soc. 44 2015 457 468
    • (2015) J. Korean Stat. Soc. , vol.44 , pp. 457-468
    • Baek, C.1
  • 59
    • 84974722324 scopus 로고    scopus 로고
    • Real-Time human motion analysis based on analysis of silhouette contour and color blob
    • F. Perales E. Hancock Springer Berlin Heidelberg
    • R. Hoshino, D. Arita, S. Yonemoto, R.-i. Taniguchi Real-Time human motion analysis based on analysis of silhouette contour and color blob F. Perales E. Hancock Articulated Motion and Deformable Objects 2002 Springer Berlin Heidelberg 92 103
    • (2002) Articulated Motion and Deformable Objects , pp. 92-103
    • Hoshino, R.1    Arita, D.2    Yonemoto, S.3    Taniguchi R.-i.4
  • 61
    • 84863625140 scopus 로고    scopus 로고
    • 2D articulated human pose estimation and retrieval in (almost) unconstrained still images
    • M. Eichner, M. Marin-Jimenez, A. Zisserman, V. Ferrari 2D articulated human pose estimation and retrieval in (almost) unconstrained still images Int. J. Comput. Vis. 99 2012 190 214
    • (2012) Int. J. Comput. Vis. , vol.99 , pp. 190-214
    • Eichner, M.1    Marin-Jimenez, M.2    Zisserman, A.3    Ferrari, V.4
  • 62
    • 85006564605 scopus 로고    scopus 로고
    • Data elimination cum interpolation for imputation: A robust preprocessing concept for human motion data
    • C.K. Chan, W.P. Loh, I.A. Rahim Data elimination cum interpolation for imputation: A robust preprocessing concept for human motion data Procedia Soc. Behav. Sci. 91 2013 140 149
    • (2013) Procedia Soc. Behav. Sci. , vol.91 , pp. 140-149
    • Chan, C.K.1    Loh, W.P.2    Rahim, I.A.3
  • 64
    • 36049001471 scopus 로고    scopus 로고
    • A simple footskate removal method for virtual reality applications
    • E. Lyard, N. Magnenat-Thalmann A simple footskate removal method for virtual reality applications Visual Comput. 23 2007 689 695
    • (2007) Visual Comput. , vol.23 , pp. 689-695
    • Lyard, E.1    Magnenat-Thalmann, N.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.