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Volumn 27, Issue 3, 2011, Pages 508-521

Majority voting: Material classification by tactile sensing using surface texture

Author keywords

Frequency domain analysis; machine learning; tactile sensing; texture classification

Indexed keywords

ARTIFICIAL FINGER; BIOLOGICALLY INSPIRED; DATA SETS; DIFFERENT FREQUENCY; FOURIER COEFFICIENTS; MACHINE-LEARNING; MAJORITY VOTING; MANIPULATION TASK; MATERIAL CLASSIFICATION; NAIVE BAYES; OTHER APPLICATIONS; POLYVINYLIDENE FLUORIDES; RANDOMLY DISTRIBUTED; SENSOR OUTPUT; SURFACE FRICTION; SURFACE TEXTURES; TACTILE SENSING; TEST DATA; TEXTURE CLASSIFICATION;

EID: 79958765192     PISSN: 15523098     EISSN: None     Source Type: Journal    
DOI: 10.1109/TRO.2011.2127110     Document Type: Article
Times cited : (193)

References (43)
  • 1
    • 77955814536 scopus 로고    scopus 로고
    • Robot finger design for developmental tactile interaction-Anthropomorphic robotic soft fingertip with randomly distributed receptors
    • K. Hosoda, "Robot finger design for developmental tactile interaction-Anthropomorphic robotic soft fingertip with randomly distributed receptors", in Proc. Embodied Artif. Intell., 2004, pp. 2325-2330.
    • (2004) Proc. Embodied Artif. Intell. , pp. 2325-2330
    • Hosoda, K.1
  • 2
    • 77955826160 scopus 로고    scopus 로고
    • Material classification by tactile sensing using surface textures
    • N. Jamali and C. Sammut, "Material classification by tactile sensing using surface textures", in Proc. IEEE Int. Conf. Robot. Autom., 2010, pp. 2336-2341.
    • (2010) Proc. IEEE Int. Conf. Robot. Autom. , pp. 2336-2341
    • Jamali, N.1    Sammut, C.2
  • 3
    • 1542360825 scopus 로고    scopus 로고
    • A large area force sensor for smart skin applications
    • T. V. Papakostas, J. Lima, and M. Lowe, "A large area force sensor for smart skin applications", in Proc. IEEEConf. Sens., 2002, vol. 2, pp. 1620-162.
    • (2002) Proc. IEEEConf. Sens. , vol.2 , pp. 1620-1162
    • Papakostas, T.V.1    Lima, J.2    Lowe, M.3
  • 5
    • 79958772758 scopus 로고    scopus 로고
    • Jan, Online. Available
    • Pressure Profile Systems, Inc. (Jan. 2011). [Online]. Available: http://www.pressureprofile.com.
    • (2011)
  • 6
    • 33847306153 scopus 로고    scopus 로고
    • A robust, sensitive and economical tactile sensor for a robotic manipulator
    • G. Hellard and R. A. Russel, "A robust, sensitive and economical tactile sensor for a robotic manipulator", in Proc. Australasian Conf. Robot. Autom., 2002, pp. 100-104.
    • (2002) Proc. Australasian Conf. Robot. Autom. , pp. 100-104
    • Hellard, G.1    Russel, R.A.2
  • 7
    • 1942439738 scopus 로고    scopus 로고
    • Sensing characteristics of an optical three-axis tactile sensor under combined loading
    • M. Ohka, Y. Mitsuya, Y. Matsunaga, and S. Takeuchi, "Sensing characteristics of an optical three-axis tactile sensor under combined loading", Robotica, vol. 22, pp. 213-221, 2004.
    • (2004) Robotica , vol.22 , pp. 213-221
    • Ohka, M.1    Mitsuya, Y.2    Matsunaga, Y.3    Takeuchi, S.4
  • 8
    • 33845651855 scopus 로고    scopus 로고
    • Conformable and scalable tactile sensor skin for a curved surfaces
    • DOI 10.1109/ROBOT.2006.1641896, 1641896, Proceedings 2006 IEEE International Conference on Robotics and Automation, ICRA 2006
    • Y. Ohmura, Y. Kuniyoshi, and A. Nagakubo, "Conformable and scalable tactile sensor skin for curved surfaces", in Proc. IEEE Int. Conf. Robot. Autom., May 2006, pp. 1348-1353. (Pubitemid 44940259)
    • (2006) Proceedings - IEEE International Conference on Robotics and Automation , vol.2006 , pp. 1348-1353
    • Ohmura, Y.1    Kuniyoshi, Y.2    Nagakubo, A.3
  • 9
    • 77049085070 scopus 로고    scopus 로고
    • A soft touch: Compliant tactile sensors for sensitive manipulation
    • Cambridge, MA, Tech. Rep. MIT-CSAIL-TR-2006-014, Mar
    • E. Torres-Jara, I. Vasilescu, and R. Coral, "A soft touch: Compliant tactile sensors for sensitive manipulation", Mass. Inst. Technol., Cambridge, MA, Tech. Rep. MIT-CSAIL-TR-2006-014, Mar. 2006.
    • (2006) Mass. Inst. Technol.
    • Torres-Jara, E.1    Vasilescu, I.2    Coral, R.3
  • 11
    • 79958765523 scopus 로고    scopus 로고
    • Online. Available
    • Tekscan, Inc. [Online]. Available: http://www.tekscan. com
  • 12
    • 9644264129 scopus 로고    scopus 로고
    • Polymer micromachined multimodal tactile sensors
    • J. Engel, J. Chen, Z. Fan, and C. Liu, "Polymer micromachined multimodal tactile sensors", Sens. Actuators, A: Phys., vol. 117, no. 1, pp. 50-61, 2004.
    • (2004) Sens. Actuators, A: Phys. , vol.117 , Issue.1 , pp. 50-61
    • Engel, J.1    Chen, J.2    Fan, Z.3    Liu, C.4
  • 13
    • 30944451375 scopus 로고    scopus 로고
    • Anthropomorphic robotic soft fingertip with randomly distributed receptors
    • DOI 10.1016/j.robot.2005.09.019, PII S092188900500148X, Intelligent Autonomous systems
    • K. Hosoda, Y. Tada, and M. Asada, "Anthropomorphic robotic soft fingertip with randomly distributed receptors", Robot. Auton. Syst., vol. 54, pp. 104-109, 2006. (Pubitemid 43113306)
    • (2006) Robotics and Autonomous Systems , vol.54 , Issue.2 , pp. 104-109
    • Hosoda, K.1    Tada, Y.2    Asada, M.3
  • 15
    • 52949110599 scopus 로고    scopus 로고
    • Online touch behavior recognition of hard-cover robot using temporal decision tree classifier
    • S. Y. Koo, J. G. Lim, and D. S. Kwon, "Online touch behavior recognition of hard-cover robot using temporal decision tree classifier", in Proc. 17th IEEE Int. Symp. Robot Human Interact. Commun., 2008, pp. 425-429.
    • (2008) Proc. 17th IEEE Int. Symp. Robot Human Interact. Commun. , pp. 425-429
    • Koo, S.Y.1    Lim, J.G.2    Kwon, D.S.3
  • 16
    • 0033346063 scopus 로고    scopus 로고
    • Recognizing human touching behaviors using a haptic interface for a pet-robot
    • Man, Cybern.
    • F. Naya, J. Yamato, and K. Shinozawa, "Recognizing human touching behaviors using a haptic interface for a pet-robot", in Proc. IEEE Int. Conf. Syst., Man, Cybern., 1999, vol. 2, pp. 1030-1034.
    • (1999) Proc. IEEE Int. Conf. Syst. , vol.2 , pp. 1030-1034
    • Naya, F.1    Yamato, J.2    Shinozawa, K.3
  • 17
    • 0034591128 scopus 로고    scopus 로고
    • Haptic tactile feedback in teleoperation of a multifingered robot hand
    • Y. Shen, Y. Liu, and K. Li, "Haptic tactile feedback in teleoperation of a multifingered robot hand", in Proc. 3rd World Congr. Intell. Control Autom., 2002, pp. 85-90.
    • (2002) Proc. 3rd World Congr. Intell. Control Autom. , pp. 85-90
    • Shen, Y.1    Liu, Y.2    Li, K.3
  • 21
    • 38149118317 scopus 로고    scopus 로고
    • Sensing ability of anthropomorphic fingertip with multi-modal sensors
    • Y. Tada, K. Hosoda, and M. Asada, "Sensing ability of anthropomorphic fingertip with multi-modal sensors", in Proc. 8th Conf. Intell. Auton. Syst., 2004, pp. 1005-1012.
    • (2004) Proc. 8th Conf. Intell. Auton. Syst. , pp. 1005-1012
    • Tada, Y.1    Hosoda, K.2    Asada, M.3
  • 22
    • 34548210359 scopus 로고    scopus 로고
    • Development of a sensor system for collecting tactile information
    • DOI 10.1007/s00542-006-0307-8, ASME-ISPS/JSME-IIP Joint conference on Micromechatronics for Information and Precision Equipment, Santa Clara, California, USA, 2006
    • Y. Tanaka, M. Tanaka, and S. Chonan, "Development of a sensor system for collecting tactile information", Microsyst. Technol., vol. 13, no. 8-10, pp. 1005-1013, 2007. (Pubitemid 47324596)
    • (2007) Microsystem Technologies , vol.13 , Issue.8-10 , pp. 1005-1013
    • Tanaka, Y.1    Tanaka, M.2    Chonan, S.3
  • 23
    • 69549085242 scopus 로고    scopus 로고
    • Robust material discrimination by a soft anthropomorphic finger with tactile and thermal sense
    • S. Takamuku, T. Iwase, and K. Hosoda, "Robust material discrimination by a soft anthropomorphic finger with tactile and thermal sense", in Proc. IEEE/RSJ Int. Conf. Intell. Robots Syst., 2008, pp. 3977-3982.
    • (2008) Proc. IEEE/RSJ Int. Conf. Intell. Robots Syst. , pp. 3977-3982
    • Takamuku, S.1    Iwase, T.2    Hosoda, K.3
  • 24
    • 11244278928 scopus 로고    scopus 로고
    • Sensor fusion system for improving the recognition of 3D object
    • 2004 IEEE Conference on Cybernetics and Intelligent Systems
    • J. K. Kim, J. W. Wee, and C. H. Lee, "Sensor fusion system for improving the recognition of 3D object", in Proc. IEEE Conf. Cybern. Intell. Syst., 2004, pp. 1206-1211. (Pubitemid 40062479)
    • (2004) 2004 IEEE Conference on Cybernetics and Intelligent Systems , pp. 1206-1211
    • Kim, J.K.1    Wee, J.W.2    Lee, C.H.3
  • 27
    • 34250648196 scopus 로고    scopus 로고
    • Learn to grasp utilizing anthropomorphic fingertips together with a vision sensor
    • Y. Tada, K. Hosoda, and M. Asada, "Learn to grasp utilizing anthropomorphic fingertips together with a vision sensor", in Proc. IEEE/RSJ Int. Conf. Intell. Robots Syst., 2005, pp. 3323-3328.
    • (2005) Proc. IEEE/RSJ Int. Conf. Intell. Robots Syst. , pp. 3323-3328
    • Tada, Y.1    Hosoda, K.2    Asada, M.3
  • 28
    • 51749090215 scopus 로고    scopus 로고
    • Neural network based sensor for classification of material type and its surface properties
    • Jan.
    • N. N. Charniya and S. V. Dudul, "Neural network based sensor for classification of material type and its surface properties", in Proc. Int. Joint Conf. Neural Netw., Jan., 2007, pp. 2945-2950.
    • (2007) Proc. Int. Joint Conf. Neural. Netw. , pp. 2945-2950
    • Charniya, N.N.1    Dudul, S.V.2
  • 30
    • 52649116489 scopus 로고    scopus 로고
    • Extracting textural features from tactile sensors
    • J. Edwards, J. Lawry, J. Rossiter, and C. Melhuish", Extracting textural features from tactile sensors", Bioinspirat. Biomimetics, vol. 3, no. 3, pp. 035002-035014, 2008, 2011.
    • (2008) Bioinspirat. Biomimetics , vol.3 , Issue.3 , pp. 035002-035014
    • Edwards, J.1    Lawry, J.2    Rossiter, J.3    Melhuish, C.4
  • 31
    • 24144472495 scopus 로고    scopus 로고
    • Texture classification using a polymer-based MEMS tactile sensor
    • DOI 10.1088/0960-1317/15/5/003
    • S.-H. Kim, J. Engel, C. Liu, and D. Jones, "Texture classification using a polymer-based MEMS tactile sensor", J. Micromech. Microeng., vol. 15, no. 5, pp. 912-920, 2005. (Pubitemid 41237419)
    • (2005) Journal of Micromechanics and Microengineering , vol.15 , Issue.5 , pp. 912-920
    • Kim, S.-H.1    Engel, J.2    Liu, C.3    Jones, D.L.4
  • 34
    • 64549158343 scopus 로고    scopus 로고
    • Opto-tactile sensor for surface texture pattern identification using support vector machine
    • Autom., Robot. Vis.
    • A. M. Mazid and A. B. M. S. Ali, "Opto-tactile sensor for surface texture pattern identification using support vector machine", in Proc. 10th Int. Conf. Control, Autom., Robot. Vis., 2008, pp. 1830-1835.
    • (2008) Proc. 10th Int. Conf. Control , pp. 1830-1835
    • Mazid, A.M.1    Ali, A.B.M.S.2
  • 38
    • 0035887593 scopus 로고    scopus 로고
    • Encoding of direction of fingertip forces by human tactile afferents
    • I. Birznieks, P. Jnmalm, A. W. Goodwin, and R. S. Johansson, "Encoding of direction of fingertip forces by human tactile afferents", J. Neurosci., vol. 21, no. 20, pp. 8222-8237, 2001. (Pubitemid 32952777)
    • (2001) Journal of Neuroscience , vol.21 , Issue.20 , pp. 8222-8237
    • Birznieks, I.1    Jenmalm, P.2    Goodwin, A.W.3    Johansson, R.S.4
  • 41
    • 85156137079 scopus 로고    scopus 로고
    • Scaling up the accuracy of naive-Bayes classifiers: A decisiontree hybrid
    • Jan
    • R. Kohavi, "Scaling up the accuracy of naive-Bayes classifiers:Adecisiontree hybrid", in Proc. 2nd Int. Conf. Knowl. Discov. Data Mining, Jan. 1996, pp. 202-207.
    • (1996) Proc. 2nd Int. Conf. Knowl. Discov. Data Mining , pp. 202-207
    • Kohavi, R.1
  • 42
    • 85008063321 scopus 로고    scopus 로고
    • Nasa's Anderson loop
    • Mar. 30
    • K. Anderson, "Nasa's Anderson loop", IEEE Instrum. Meas. Mag., vol. 1, no. 1, pp. 5-15, Mar. 30, 1998.
    • (1998) IEEE Instrum. Meas. Mag. , vol.1 , Issue.1 , pp. 5-15
    • Anderson, K.1
  • 43
    • 79958768762 scopus 로고    scopus 로고
    • Ph. D. dissertation, Univ. New South Wales, Sydney, N. S. W., Australia
    • N. Jamali, "Tactile sensing: A machine learning approach", Ph. D. dissertation, Univ. New South Wales, Sydney, N. S. W., Australia, 2011.
    • (2011) Tactile Sensing: A Machine Learning Approach
    • Jamali, N.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.