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Volumn 19, Issue 5, 2011, Pages 901-913

A unified fuzzy framework for human-hand motion recognition

Author keywords

Fuzzy active curve axis Gaussian mixture model (FAcaGMM); fuzzy empirical copula (FEC); human hand motion recognition; time clustering (TC)

Indexed keywords

DATA DEPENDENCE; DATA SETS; EFFECTIVE SOLUTION; EFFICIENCY CRITERIA; FAST CONVERGENCE; FINGER JOINTS; FUZZY EMPIRICAL COPULA (FEC); FUZZY FRAMEWORKS; GAUSSIAN MIXTURE MODEL; GAUSSIAN MIXTURES; GAUSSIANS; HAND GESTURE; HUMAN HANDS; MOTION RECOGNITION; NUMERICAL VALUES; RECOGNITION ALGORITHM; TIME-CLUSTERING; TRAINING SAMPLE;

EID: 80053655301     PISSN: 10636706     EISSN: None     Source Type: Journal    
DOI: 10.1109/TFUZZ.2011.2150756     Document Type: Article
Times cited : (69)

References (54)
  • 1
    • 0034472729 scopus 로고    scopus 로고
    • Hands for dexterous manipulation and robust grasping: A difficult road toward simplicity
    • DOI 10.1109/70.897777
    • A. Bicchi, "Hands for dexterous manipulation and robust grasping: A difficult road toward simplicity," IEEE Trans. Robot. Autom.,vol. 16, no. 6, pp. 652-662, Dec. 2000. (Pubitemid 32191243)
    • (2000) IEEE Transactions on Robotics and Automation , vol.16 , Issue.6 , pp. 652-662
    • Bicchi, A.1
  • 2
    • 0034447915 scopus 로고    scopus 로고
    • Development of a lightweight and adaptable multiple-axis hand prosthesis
    • DOI 10.1016/S1350-4533(01)00017-0, PII S1350453301000170
    • C. Light and P. Chappell, "Development of a lightweight and adaptable multiple-axis hand prosthesis," Med. Eng. Phys., vol. 22, no. 10, pp. 679-684, 2000. (Pubitemid 32378729)
    • (2000) Medical Engineering and Physics , vol.22 , Issue.10 , pp. 679-684
    • Light, C.M.1    Chappell, P.H.2
  • 5
    • 33745104477 scopus 로고    scopus 로고
    • On the design of robotic hands for brain-machine interface
    • Y. Matsuoka, P. Afshar, and M. Oh, "On the design of robotic hands for brain-machine interface," Neurosurg. Focus, vol. 20, no. 5, pp. 1-9, 2006.
    • (2006) Neurosurg. Focus , vol.20 , Issue.5 , pp. 1-9
    • Matsuoka, Y.1    Afshar, P.2    Oh, M.3
  • 6
    • 33846132933 scopus 로고    scopus 로고
    • Towards cognitive robots: Building hierarchical task representations of manipulations from human demonstration
    • DOI 10.1109/ROBOT.2005.1570332, 1570332, Proceedings of the 2005 IEEE International Conference on Robotics and Automation
    • R. Zoliner,M. Pardowitz, S. Knoop, and R. Dillmann, "Towards cognitive robots: Building hierarchical task representations of manipulations from human demonstration," in Proc. IEEE Int. Conf. Robot. Autom., 2005, pp. 1535-1540. (Pubitemid 46084008)
    • (2005) Proceedings - IEEE International Conference on Robotics and Automation , vol.2005 , pp. 1535-1540
    • Zollner, R.1    Pardowitz, M.2    Knoop, S.3    Dillmann, R.4
  • 7
    • 2942521528 scopus 로고    scopus 로고
    • A posture sequence learning system for an anthropomorphic robotic hand
    • A. Chella, H. D?zindo, I. Infantino, and I. Macaluso, "A posture sequence learning system for an anthropomorphic robotic hand," Robot. Auton. Syst., vol. 47, no. 2-3, pp. 143-152, 2004.
    • (2004) Robot. Auton. Syst. , vol.47 , Issue.2-3 , pp. 143-152
    • Chella, A.1    Dzindo, H.2    Infantino, I.3    MacAluso, I.4
  • 8
    • 0142136737 scopus 로고    scopus 로고
    • Environmentally mediated synergy between perception and behaviour in mobile robots
    • DOI 10.1038/nature02024
    • P. Verschure, T. Voegtlin, and R. Douglas, "Environmentally mediated synergy between perception and behaviour in mobile robots," Nature, vol. 425, no. 6958, pp. 620-624, 2003. (Pubitemid 37280145)
    • (2003) Nature , vol.425 , Issue.6958 , pp. 620-624
    • Verschure, P.F.M.J.1    Voegtlln, T.2    Douglas, R.J.3
  • 10
    • 80053640754 scopus 로고    scopus 로고
    • Enhancement of dexterity in robotic grasping referring to characteristics of human grasping
    • J. Bae, S. Arimoto, R. Ozawa, and M. Sekimoto, "Enhancement of dexterity in robotic grasping referring to characteristics of human grasping," in Proc. IEEE Int. Conf. Robot. Autom., 2005, vol. 2, pp. 1203-1209.
    • (2005) Proc. IEEE Int. Conf. Robot. Autom. , vol.2 , pp. 1203-1209
    • Bae, J.1    Arimoto, S.2    Ozawa, R.3    Sekimoto, M.4
  • 11
    • 33847079555 scopus 로고    scopus 로고
    • Perception modeling for human-like artificial sensor systems
    • DOI 10.1016/j.ijhcs.2006.11.003, PII S1071581906001820, Ambient Intelligence: from interaction to insight
    • L. Robertsson, B. Iliev, R. Palm, and P. Wide, "Perception modeling for human-like artificial sensor systems," Int. J. Human-Comput. Stud., vol. 65, no. 5, pp. 446-459, 2007. (Pubitemid 46274420)
    • (2007) International Journal of Human Computer Studies , vol.65 , Issue.5 , pp. 446-459
    • Robertsson, L.1    Iliev, B.2    Palm, R.3    Wide, P.4
  • 12
  • 13
    • 34047173490 scopus 로고    scopus 로고
    • On learning, representing, and generalizing a task in a humanoid robot
    • DOI 10.1109/TSMCB.2006.886952, Special Issue on Robot Learning by Observation, Demonstration and Imitation
    • S. Calinon, F. Guenter, and A. Billard, "On learning, representing, and generalizing a task in a humanoid robot," IEEE Trans. Syst. Man Cybern. B, vol. 37, no. 2, pp. 286-298, Apr. 2007. (Pubitemid 46523219)
    • (2007) IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics , vol.37 , Issue.2 , pp. 286-298
    • Calinon, S.1    Guenter, F.2    Billard, A.3
  • 14
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction by locally linear embedding
    • DOI 10.1126/science.290.5500.2323
    • S. Roweis and L. Saul, "Nonlinear dimensionality reduction by locally linear embedding," Science, vol. 290, no. 5500, pp. 2323-2326, 2000. (Pubitemid 32041578)
    • (2000) Science , vol.290 , Issue.5500 , pp. 2323-2326
    • Roweis, S.T.1    Saul, L.K.2
  • 15
    • 0027188143 scopus 로고
    • Glove-talk: A neural network interface between a data-glove and a speech synthesizer
    • Jan.
    • S. Fels and G. Hinton, "Glove-talk: A neural network interface between a data-glove and a speech synthesizer," IEEE Trans. Neural Netw., vol. 40, no. 1, pp. 2-8, Jan. 1993.
    • (1993) IEEE Trans. Neural Netw. , vol.40 , Issue.1 , pp. 2-8
    • Fels, S.1    Hinton, G.2
  • 16
    • 0031672250 scopus 로고    scopus 로고
    • Glove-TalkII - A neural-network interface which maps gestures to parallel formant speech synthesizer controls
    • PII S1045922798018712
    • S. Fels and G. Hinton, "Glove-TalkII-A neural-network interface which maps gestures to parallel formant speech synthesizer controls," IEEE Trans. Neural Netw., vol. 9, no. 1, pp. 205-212, Jan. 1998. (Pubitemid 128743626)
    • (1998) IEEE Transactions on Neural Networks , vol.9 , Issue.1 , pp. 205-212
    • Fels, S.S.1    Hinton, G.E.2
  • 18
    • 10044241380 scopus 로고    scopus 로고
    • Recognizing hand gesture using Fourier descriptors
    • P. Harding and T. Ellis, "Recognizing hand gesture using Fourier descriptors," in Proc. 17th Int. Conf. Pattern Recog., 2004, vol. 3, pp. 286-289.
    • (2004) Proc. 17th Int. Conf. Pattern Recog. , vol.3 , pp. 286-289
    • Harding, P.1    Ellis, T.2
  • 20
    • 33747153041 scopus 로고    scopus 로고
    • Real-time classification of variable length multi-attribute motions
    • DOI 10.1007/s10115-005-0223-8
    • C. Li, L. Khan, and B. Prabhakaran, "Real-time classification of variable length multi-attribute motions," Knowl. Inf. Syst., vol. 10, no. 2, pp. 163-183, 2006. (Pubitemid 44227674)
    • (2006) Knowledge and Information Systems , vol.10 , Issue.2 , pp. 163-183
    • Li, C.1    Khan, L.2    Prabhakaran, B.3
  • 21
    • 51649098561 scopus 로고    scopus 로고
    • Modeling and recognition of actions through motor primitives
    • D. Martinez and D. Kragic, "Modeling and recognition of actions through motor primitives," in Proc. IEEE Int. Conf. Robot. Autom., 2008, pp. 1704-1709.
    • (2008) Proc. IEEE Int. Conf. Robot. Autom. , pp. 1704-1709
    • Martinez, D.1    Kragic, D.2
  • 22
    • 36148938370 scopus 로고    scopus 로고
    • Action recognition and understanding through motor primitives
    • DOI 10.1163/156855307782506156
    • I. Vicente, V. Kyrki, D. Kragic, and M. Larsson, "Action recognition and understanding through motor primitives," Adv. Robot., vol. 21, no. 15, pp. 1687-1707, 2007. (Pubitemid 350112896)
    • (2007) Advanced Robotics , vol.21 , Issue.15 , pp. 1687-1707
    • Vicente, I.S.1    Kyrki, V.2    Kragic, D.3    Larsson, M.4
  • 23
    • 33845531530 scopus 로고    scopus 로고
    • Fuzzy rule-based hand gesture recognition
    • DOI 10.1007/978-0-387-34747-9-30, Artificial Intelligence in Theory and Practice: IFIP 19th World Computer Congress, TC 12: IFIP AI 2006 Stream, August 21-24, 2006, Santiago, Chile
    • B. Bedregal, A. Costa, and G. Dimuro, "Fuzzy rule-based hand gesture recognition," in Artificial Intelligence in Theory and Practice., vol. 217, pp. 285-294, Boston, MA: Springer, 2006. (Pubitemid 44920592)
    • (2006) IFIP International Federation for Information Processing , vol.217 , pp. 285-294
    • Bedregal, B.C.1    Costa, A.C.R.2    Dimuro, G.P.3
  • 24
    • 34547650835 scopus 로고    scopus 로고
    • Grasp recognition with uncalibrated data gloves - A comparison of classification methods
    • DOI 10.1109/VR.2007.352459, 4161001, IEEE Virtual Reality 2007, VR'07, Proceedings
    • G. Heumer, H. Amor, M. Weber, and B. Jung, "Grasp recognition with uncalibrated data gloves-A comparison of classification methods," in Proc. IEEE Virtual Reality Conf., 2007, pp. 19-26. (Pubitemid 47208183)
    • (2007) Proceedings - IEEE Virtual Reality , pp. 19-26
    • Heumer, G.1    Amor, H.B.2    Weber, M.3    Jung, B.4
  • 27
    • 0038391438 scopus 로고    scopus 로고
    • Hand gesture recognition using a realtime tracking method and hidden Markov models
    • F. Chen, C. Fu, and C. Huang, "Hand gesture recognition using a realtime tracking method and hidden Markov models," Image Vis. Comput., vol. 21, no. 8, pp. 745-758, 2003.
    • (2003) Image Vis. Comput. , vol.21 , Issue.8 , pp. 745-758
    • Chen, F.1    Fu, C.2    Huang, C.3
  • 28
    • 0038308862 scopus 로고    scopus 로고
    • Recognition of dynamic hand gestures
    • DOI 10.1016/S0031-3203(03)00042-6
    • A. Ramamoorthy, N. Vaswani, S. Chaudhury, and S. Banerjee, "Recognition of dynamic hand gestures," Pattern Recog., vol. 36, no. 9, pp. 2069-2081, 2003. (Pubitemid 36726824)
    • (2003) Pattern Recognition , vol.36 , Issue.9 , pp. 2069-2081
    • Ramamoorthy, A.1    Vaswani, N.2    Chaudhury, S.3    Banerjee, S.4
  • 29
    • 14044262873 scopus 로고    scopus 로고
    • A sensor fusion approach for recognizing continuous human grasping sequences using hidden Markov models
    • DOI 10.1109/TRO.2004.833816
    • K. Bernardin, K. Ogawara, K. Ikeuchi, and R. Dillmann, "A sensor fusion approach for recognizing continuous human grasping sequences using hidden Markov models," IEEE Trans. Robot., vol. 21, no. 1, pp. 47-57, Feb. 2005. (Pubitemid 40274454)
    • (2005) IEEE Transactions on Robotics , vol.21 , Issue.1 , pp. 47-57
    • Bernardin, K.1    Ogawara, K.2    Ikeuchi, K.3    Dillmann, R.4
  • 30
    • 85019442407 scopus 로고    scopus 로고
    • Dynamic grasp recognition using time clustering, Gaussian mixture models and hidden Markov models
    • Z. Ju, H. Liu, X. Zhu, and Y. Xiong, "Dynamic grasp recognition using time clustering, Gaussian mixture models and hidden Markov models," J. Adv. Robot., vol. 23, pp. 1359-1371, 2009.
    • (2009) J. Adv. Robot. , vol.23 , pp. 1359-1371
    • Ju, Z.1    Liu, H.2    Zhu, X.3    Xiong, Y.4
  • 31
    • 61349195010 scopus 로고    scopus 로고
    • A comparative study of two state-of-the-art sequence processing techniques for hand gesture recognition
    • A. Just and S. Marcel, "A comparative study of two state-of-the-art sequence processing techniques for hand gesture recognition," Comput. Vis. Image Understanding, vol. 113, no. 4, pp. 532-543, 2009.
    • (2009) Comput. Vis. Image Understanding , vol.113 , Issue.4 , pp. 532-543
    • Just, A.1    Marcel, S.2
  • 32
    • 78650065955 scopus 로고    scopus 로고
    • Real-time hand gesture recognition using pseudo 3-D hidden Markov model
    • N. Binh and T. Ejima, "Real-time hand gesture recognition using pseudo 3-D hidden Markov model," in Proc. IEEE 5th Int. Conf. Cognitive Inf., 2006, vol. 2, pp. 820-824.
    • (2006) Proc. IEEE 5th Int. Conf. Cognitive Inf. , vol.2 , pp. 820-824
    • Binh, N.1    Ejima, T.2
  • 34
    • 63149177143 scopus 로고    scopus 로고
    • Recognition of human grasps by time-clustering and fuzzy modeling
    • R. Palm, B. Iliev, and B. Kadmiry, "Recognition of human grasps by time-clustering and fuzzy modeling," Robot. Auton. Syst., vol. 57, no. 5, pp. 484-495, 2009.
    • (2009) Robot. Auton. Syst. , vol.57 , Issue.5 , pp. 484-495
    • Palm, R.1    Iliev, B.2    Kadmiry, B.3
  • 36
    • 77950188957 scopus 로고    scopus 로고
    • Programming-by-demonstration of reaching motions-A next-state-planner approach
    • A. Skoglund, B. Iliev, and R. Palm, "Programming-by-demonstration of reaching motions-A next-state-planner approach," Robot. Auton. Syst., vol. 58, no. 5, pp. 607-621, 2010.
    • (2010) Robot. Auton. Syst. , vol.58 , Issue.5 , pp. 607-621
    • Skoglund, A.1    Iliev, B.2    Palm, R.3
  • 37
    • 0021892282 scopus 로고
    • Fuzzy identification of systems and its applications to modeling and control
    • Feb.
    • T. Takagi and M. Sugeno, "Fuzzy identification of systems and its applications to modeling and control," IEEE Trans. Syst., Man, Cybern., vol. SMC-15, no. 1, pp. 116-132, Feb. 1985.
    • (1985) IEEE Trans. Syst., Man, Cybern. , vol.SMC-15 , Issue.1 , pp. 116-132
    • Takagi, T.1    Sugeno, M.2
  • 40
    • 0032337237 scopus 로고    scopus 로고
    • Detecting features in spatial point processes with clutter via model-based clustering
    • A. Dasgupta and A. Raftery, "Detecting features in spatial point processes with clutter via model-based clustering," J. Amer. Statist. Assoc., vol. 93, pp. 294-302, 1998.
    • (1998) J. Amer. Statist. Assoc. , vol.93 , pp. 294-302
    • Dasgupta, A.1    Raftery, A.2
  • 41
    • 0032269108 scopus 로고    scopus 로고
    • How many clusters? Which clustering method? Answers via model-based cluster analysis
    • C. Fraley and A. Raftery, "How many clusters? Which clustering method? Answers via model-based cluster analysis," Comput. J., vol. 41, no. 8, pp. 578-588, 1998.
    • (1998) Comput. J. , vol.41 , Issue.8 , pp. 578-588
    • Fraley, C.1    Raftery, A.2
  • 42
    • 25144519295 scopus 로고    scopus 로고
    • Active curve axis Gaussian mixture models
    • DOI 10.1016/j.patcog.2005.01.017, PII S0031320305000828
    • B. Zhang, C. Zhang, and X. Yi, "Active curve axis Gaussian mixture models," Pattern Recog., vol. 38, no. 12, pp. 2351-2362, 2005. (Pubitemid 41336704)
    • (2005) Pattern Recognition , vol.38 , Issue.12 , pp. 2351-2362
    • Zhang, B.1    Zhang, C.2    Yi, X.3
  • 46
    • 80053639004 scopus 로고    scopus 로고
    • A modified expectation maximization algorithm for Gaussian mixturemodels
    • presented at, Nottingham, U.K
    • Z. Ju and H. Liu, "A modified expectation maximization algorithm for Gaussian mixturemodels," presented at the 2009 U.K. NationalWorkshop Comput. Intell., Nottingham, U.K.
    • The 2009 U.K. NationalWorkshop Comput. Intell.
    • Ju, Z.1    Liu, H.2
  • 48
    • 34248974445 scopus 로고
    • Ordinal measures of association
    • W. Kruskal, "Ordinal measures of association," J. Amer. Statist. Assoc., vol. 53, no. 284, pp. 814-861, 1958.
    • (1958) J. Amer. Statist. Assoc. , vol.53 , Issue.284 , pp. 814-861
    • Kruskal, W.1
  • 49
    • 0000739250 scopus 로고
    • Some concepts of dependence
    • E. Lehmann, "Some concepts of dependence," Ann. Math. Statist., vol. 37, no. 1, pp. 1137-1153, 1966.
    • (1966) Ann. Math. Statist. , vol.37 , Issue.1 , pp. 1137-1153
    • Lehmann, E.1
  • 50
    • 71249090376 scopus 로고    scopus 로고
    • Fast estimating data dependence structure via fuzzy empirical copula
    • Z. Ju, H. Liu, and Y. Xiong, "Fast estimating data dependence structure via fuzzy empirical copula," in Proc. 18th Int. Conf. Fuzzy Syst., 2009, pp. 882-887.
    • (2009) Proc. 18th Int. Conf. Fuzzy Syst. , pp. 882-887
    • Ju, Z.1    Liu, H.2    Xiong, Y.3
  • 51
    • 80053642273 scopus 로고    scopus 로고
    • Recognizing Hand Grasp and manipulation through empirical copula
    • Z. Ju and H. Liu, "Recognizing Hand Grasp and manipulation through empirical copula," Int. J. Social Robot., vol. 23, pp. 1359-1371, 2010.
    • (2010) Int. J. Social Robot. , vol.23 , pp. 1359-1371
    • Ju, Z.1    Liu, H.2
  • 52
    • 0031166352 scopus 로고    scopus 로고
    • Human prehension and dexterous robot hands
    • T. Iberall, "Human prehension and dexterous robot hands," Int. J. Robot. Res., vol. 16, no. 3, pp. 285-299, 1997.
    • (1997) Int. J. Robot. Res. , vol.16 , Issue.3 , pp. 285-299
    • Iberall, T.1
  • 53
    • 58149500705 scopus 로고    scopus 로고
    • A fuzzy qualitative framework for connecting robot qualitative and quantitative representations
    • Dec.
    • H. Liu, "A fuzzy qualitative framework for connecting robot qualitative and quantitative representations," IEEE Trans. Fuzzy Syst., vol. 16, no. 6, pp. 1522-1530, Dec. 2008.
    • (2008) IEEE Trans. Fuzzy Syst. , vol.16 , Issue.6 , pp. 1522-1530
    • Liu, H.1
  • 54
    • 45549108926 scopus 로고    scopus 로고
    • Fuzzy qualitative robot kinematics
    • Jun.
    • H. Liu, D. Brown, and G. Coghill, "Fuzzy qualitative robot kinematics," IEEE Trans. Fuzzy Syst., vol. 16, no. 3, pp. 808-822, Jun. 2008.
    • (2008) IEEE Trans. Fuzzy Syst. , vol.16 , Issue.3 , pp. 808-822
    • Liu, H.1    Brown, D.2    Coghill, G.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.