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Volumn 47, Issue 12, 2017, Pages 4509-4520

Extreme Kernel Sparse Learning for Tactile Object Recognition

Author keywords

Extreme learning machine (ELM); kernel dictionary learning; tactile object recognition

Indexed keywords

LEARNING SYSTEMS; OBJECT RECOGNITION; OPTIMIZATION;

EID: 84992093286     PISSN: 21682267     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCYB.2016.2614809     Document Type: Article
Times cited : (81)

References (60)
  • 1
    • 84911417441 scopus 로고    scopus 로고
    • L0 norm based dictionary learning by proximal methods with global convergence
    • Columbus, OH, USA
    • C. Bao, H. Ji, Y. Quan, and Z. Shen, "L0 norm based dictionary learning by proximal methods with global convergence," in Proc. Comput. Vis. Pattern Recognit. (CVPR), Columbus, OH, USA, 2014, pp. 1-8.
    • (2014) Proc. Comput. Vis. Pattern Recognit. (CVPR) , pp. 1-8
    • Bao, C.1    Ji, H.2    Quan, Y.3    Shen, Z.4
  • 2
    • 84907219786 scopus 로고    scopus 로고
    • Sparse extreme learning machine for classification
    • Oct.
    • Z. Bai, G.-B. Huang, D. Wang, H. Wang, and M. B. Westover, "Sparse extreme learning machine for classification," IEEE Trans. Cybern., vol. 44, no. 10, pp. 1858-1870, Oct. 2014.
    • (2014) IEEE Trans. Cybern. , vol.44 , Issue.10 , pp. 1858-1870
    • Bai, Z.1    Huang, G.-B.2    Wang, D.3    Wang, H.4    Westover, M.B.5
  • 3
    • 78649868536 scopus 로고    scopus 로고
    • Learning grasp stability based on tactile data and HMMs
    • Viareggio, Italy
    • Y. Bekiroglu, D. Kragic, and V. Kyrki, "Learning grasp stability based on tactile data and HMMs," in Proc. Robot Human Interact. Commun., Viareggio, Italy, 2010, pp. 132-137.
    • (2010) Proc. Robot Human Interact. Commun. , pp. 132-137
    • Bekiroglu, Y.1    Kragic, D.2    Kyrki, V.3
  • 4
    • 79958770754 scopus 로고    scopus 로고
    • Assessing grasp stability based on learning and haptic data
    • Jun.
    • Y. Bekiroglu, J. Laaksonen, J. A. Jorgensen, V. Kyrki, and D. Kragic, "Assessing grasp stability based on learning and haptic data," IEEE Trans. Robot., vol. 27, no. 3, pp. 616-629, Jun. 2011.
    • (2011) IEEE Trans. Robot. , vol.27 , Issue.3 , pp. 616-629
    • Bekiroglu, Y.1    Laaksonen, J.2    Jorgensen, J.A.3    Kyrki, V.4    Kragic, D.5
  • 6
    • 84905580784 scopus 로고    scopus 로고
    • Proximal alternating linearized minimizing for nonconvex and nonsmooth problems
    • J. Bolt, S. Sabach, and M. Teboulle, "Proximal alternating linearized minimizing for nonconvex and nonsmooth problems," Math. Program., vol. 146, no. 1, pp. 459-494, 2013.
    • (2013) Math. Program. , vol.146 , Issue.1 , pp. 459-494
    • Bolt, J.1    Sabach, S.2    Teboulle, M.3
  • 7
    • 84940582991 scopus 로고    scopus 로고
    • Landmark recognition with sparse representation classification and extreme learning machine
    • J. Cao et al., "Landmark recognition with sparse representation classification and extreme learning machine," J. Franklin Inst., vol. 352, no. 10, pp. 4528-4545, 2015.
    • (2015) J. Franklin Inst. , vol.352 , Issue.10 , pp. 4528-4545
    • Cao, J.1
  • 8
    • 84922602038 scopus 로고    scopus 로고
    • Kernel sparse representation for time series classification
    • Jan.
    • Z. Chen, W. Zuo, Q. Hu, and L. Lin, "Kernel sparse representation for time series classification," Inf. Sci., vol. 292, pp. 15-26, Jan. 2015.
    • (2015) Inf. Sci. , vol.292 , pp. 15-26
    • Chen, Z.1    Zuo, W.2    Hu, Q.3    Lin, L.4
  • 10
    • 84963830379 scopus 로고    scopus 로고
    • Sparsity induced similarity measure and its applications
    • Apr.
    • H. Cheng, Z. Liu, L. Hou, and J. Yang, "Sparsity induced similarity measure and its applications," IEEE Trans. Circuits Syst. Video Technol., vol. 26, no. 4, pp. 613-626, Apr. 2013.
    • (2013) IEEE Trans. Circuits Syst. Video Technol. , vol.26 , Issue.4 , pp. 613-626
    • Cheng, H.1    Liu, Z.2    Hou, L.3    Yang, J.4
  • 11
    • 84875252662 scopus 로고    scopus 로고
    • Sparse representation and learning in visual recognition: Theory and applications
    • H. Cheng, Z. Liu, L. Yang, and X. Chen, "Sparse representation and learning in visual recognition: Theory and applications," Signal Process., vol. 93, no. 6, pp. 1408-1425, 2013.
    • (2013) Signal Process. , vol.93 , Issue.6 , pp. 1408-1425
    • Cheng, H.1    Liu, Z.2    Yang, L.3    Chen, X.4
  • 12
    • 84958160425 scopus 로고    scopus 로고
    • Data correlation approach for slippage detection in robotic manipulations using tactile sensor array
    • Hamburg, Germany
    • Y. Cheng, C. Su, Y. Jia, and N. Xi, "Data correlation approach for slippage detection in robotic manipulations using tactile sensor array," in Proc. IEEE/RSJ Int. Conf. Intell. Robots Syst. (IROS), Hamburg, Germany, 2015, pp. 2717-2722.
    • (2015) Proc. IEEE/RSJ Int. Conf. Intell. Robots Syst. (IROS) , pp. 2717-2722
    • Cheng, Y.1    Su, C.2    Jia, Y.3    Xi, N.4
  • 13
    • 79958771329 scopus 로고    scopus 로고
    • Tactile sensing for mobile manipulation
    • Jun.
    • S. Chitta, J. Sturm, M. Piccoli, and W. Burgard, "Tactile sensing for mobile manipulation," IEEE Trans. Robot., vol. 27, no. 3, pp. 558-568, Jun. 2011.
    • (2011) IEEE Trans. Robot. , vol.27 , Issue.3 , pp. 558-568
    • Chitta, S.1    Sturm, J.2    Piccoli, M.3    Burgard, W.4
  • 14
    • 84919417477 scopus 로고    scopus 로고
    • Robotic learning of haptic adjectives through physical interaction
    • V. Chu et al., "Robotic learning of haptic adjectives through physical interaction," Robot. Auton. Syst., vol. 63, no. 3, pp. 279-292, 2015.
    • (2015) Robot. Auton. Syst. , vol.63 , Issue.3 , pp. 279-292
    • Chu, V.1
  • 15
    • 80053435622 scopus 로고    scopus 로고
    • Fast global alignment kernels
    • Bellevue, WA, USA
    • M. Cuturi, "Fast global alignment kernels," in Proc. Int. Conf. Mach. Learn. (ICML), Bellevue, WA, USA, 2011, pp. 929-936.
    • (2011) Proc. Int. Conf. Mach. Learn. (ICML) , pp. 929-936
    • Cuturi, M.1
  • 16
    • 84897619667 scopus 로고    scopus 로고
    • Autonomous tactile perception: A combined improved sensing and Bayesian nonparametric approach
    • P. Dallaire, P. Giguere, D. Emond, and B. Chaibdraa, "Autonomous tactile perception: A combined improved sensing and Bayesian nonparametric approach," Robot. Auton. Syst., vol. 62, no. 4, pp. 422-435, 2014.
    • (2014) Robot. Auton. Syst. , vol.62 , Issue.4 , pp. 422-435
    • Dallaire, P.1    Giguere, P.2    Emond, D.3    Chaibdraa, B.4
  • 17
    • 79958766030 scopus 로고    scopus 로고
    • Tactile-data classification of contact materials using computational intelligence
    • Jun.
    • S. Decherchi, P. Gastaldo, R. S. Dahiya, M. Valle, and R. Zunino, "Tactile-data classification of contact materials using computational intelligence," IEEE Trans. Robot., vol. 27, no. 3, pp. 635-639, Jun. 2011.
    • (2011) IEEE Trans. Robot. , vol.27 , Issue.3 , pp. 635-639
    • Decherchi, S.1    Gastaldo, P.2    Dahiya, R.S.3    Valle, M.4    Zunino, R.5
  • 18
    • 84888292881 scopus 로고    scopus 로고
    • Design of a flexible tactile sensor for classification of rigid and deformable objects
    • A. Drimus, G. Kootstra, A. Bilberg, and D. Kragic, "Design of a flexible tactile sensor for classification of rigid and deformable objects," Robot. Auton. Syst., vol. 62, no. 1, pp. 3-15, 2014.
    • (2014) Robot. Auton. Syst. , vol.62 , Issue.1 , pp. 3-15
    • Drimus, A.1    Kootstra, G.2    Bilberg, A.3    Kragic, D.4
  • 19
    • 84872241132 scopus 로고    scopus 로고
    • Sparse representation with kernels
    • Feb.
    • S. Gao, I. W. Tsang, and L.-T. Chia, "Sparse representation with kernels," IEEE Trans. Image Process., vol. 22, no. 2, pp. 423-434, Feb. 2013.
    • (2013) IEEE Trans. Image Process. , vol.22 , Issue.2 , pp. 423-434
    • Gao, S.1    Tsang, I.W.2    Chia, L.-T.3
  • 21
    • 84984972093 scopus 로고    scopus 로고
    • Haptic object recognition using passive joints and haptic key features
    • Anchorage, AK, USA
    • N. Gorges, S. E. Navarro, D. Goger, and H. Worn, "Haptic object recognition using passive joints and haptic key features," in Proc. IEEE Int. Conf. Robot. Autom. (ICRA), Anchorage, AK, USA, 2010, pp. 2349-2355.
    • (2010) Proc. IEEE Int. Conf. Robot. Autom. (ICRA) , pp. 2349-2355
    • Gorges, N.1    Navarro, S.E.2    Goger, D.3    Worn, H.4
  • 22
    • 84959215564 scopus 로고    scopus 로고
    • Riemannian coding and dictionary learning: Kernels to the rescue
    • Boston, MA, USA
    • M. Harandi and M. Salzmann, "Riemannian coding and dictionary learning: Kernels to the rescue," in Proc. Comput. Vis. Pattern Recognit. (CVPR), Boston, MA, USA, 2015, pp. 3926-3935.
    • (2015) Proc. Comput. Vis. Pattern Recognit. (CVPR) , pp. 3926-3935
    • Harandi, M.1    Salzmann, M.2
  • 24
    • 33745903481 scopus 로고    scopus 로고
    • Extreme learning machine: Theory and applications
    • Dec.
    • G.-B. Huang, Q.-Y. Zhu, and C.-K. Siew, "Extreme learning machine: Theory and applications," Neurocomputing, vol. 70, pp. 489-501, Dec. 2006.
    • (2006) Neurocomputing , vol.70 , pp. 489-501
    • Huang, G.-B.1    Zhu, Q.-Y.2    Siew, C.-K.3
  • 25
    • 84859007933 scopus 로고    scopus 로고
    • Extreme learning machine for regression and multiclass classification
    • Apr.
    • G.-B. Huang, H. Zhou, X. Ding, and R. Zhang, "Extreme learning machine for regression and multiclass classification," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 42, no. 2, pp. 513-529, Apr. 2012.
    • (2012) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.42 , Issue.2 , pp. 513-529
    • Huang, G.-B.1    Zhou, H.2    Ding, X.3    Zhang, R.4
  • 26
    • 84906948723 scopus 로고    scopus 로고
    • An insight into extreme learning machines: Random neurons, random features and kernels
    • G.-B. Huang, "An insight into extreme learning machines: Random neurons, random features and kernels," Cognit. Comput., vol. 6, no. 3, pp. 376-390, 2014.
    • (2014) Cognit. Comput. , vol.6 , Issue.3 , pp. 376-390
    • Huang, G.-B.1
  • 27
    • 84920068822 scopus 로고    scopus 로고
    • On the kernel extreme learning machine classifier
    • Mar.
    • A. Iosifidis, A. Tefas, and I. Pitas, "On the kernel extreme learning machine classifier," Pattern Recognit. Lett., vol. 54, pp. 11-17, Mar. 2015.
    • (2015) Pattern Recognit. Lett. , vol.54 , pp. 11-17
    • Iosifidis, A.1    Tefas, A.2    Pitas, I.3
  • 28
    • 84956584813 scopus 로고    scopus 로고
    • Tactile sensing in dexterous robot hands - Review
    • Dec.
    • Z. Kappassov, J.-A. Corrales, and V. Perdereau, "Tactile sensing in dexterous robot hands-Review," Robot. Auton. Syst., vol. 74, pp. 195-220, Dec. 2015.
    • (2015) Robot. Auton. Syst. , vol.74 , pp. 195-220
    • Kappassov, Z.1    Corrales, J.-A.2    Perdereau, V.3
  • 29
    • 0032385816 scopus 로고    scopus 로고
    • On gradients of functions definable in o-minimal structures
    • K. Kurdyka, "On gradients of functions definable in o-minimal structures," Annales de I'nstitut Fourier, vol. 48, no. 3, pp. 769-783, 1998.
    • (1998) Annales de I'nstitut Fourier , vol.48 , Issue.3 , pp. 769-783
    • Kurdyka, K.1
  • 30
    • 84970028209 scopus 로고    scopus 로고
    • Recognition system for homeservice-related sign language using entropy-based K-means algorithm and ABC-based HMM
    • Jan.
    • T.-S. Li, M.-C. Kao, and P.-H. Kuo, "Recognition system for homeservice-related sign language using entropy-based K-means algorithm and ABC-based HMM," IEEE Trans. Syst., Man, Cybern., Syst., vol. 46, no. 1, pp. 150-162, Jan. 2016.
    • (2016) IEEE Trans. Syst., Man, Cybern., Syst. , vol.46 , Issue.1 , pp. 150-162
    • Li, T.-S.1    Kao, M.-C.2    Kuo, P.-H.3
  • 31
    • 84870624417 scopus 로고    scopus 로고
    • Tactile image based contact shape recognition using neural network
    • Hamburg, Germany
    • H. Liu et al., "Tactile image based contact shape recognition using neural network," in Proc. Multisensor Fusion Integr. Intell. Syst. (MFI), Hamburg, Germany, 2012, pp. 138-143.
    • (2012) Proc. Multisensor Fusion Integr. Intell. Syst. (MFI) , pp. 138-143
    • Liu, H.1
  • 32
    • 84870197517 scopus 로고    scopus 로고
    • Robust recovery of subspace structures by low-rank representation
    • Jan.
    • G. Liu et al., "Robust recovery of subspace structures by low-rank representation," IEEE Trans. Pattern Anal. Mach. Intell., vol. 35, no. 1, pp. 171-184, Jan. 2013.
    • (2013) IEEE Trans. Pattern Anal. Mach. Intell. , vol.35 , Issue.1 , pp. 171-184
    • Liu, G.1
  • 33
    • 84899719474 scopus 로고    scopus 로고
    • Vision-based 3-D grasping of 3-D objects with a simple 2-D gripper
    • May
    • C. Liu, H. Qiao, J. Su, and P. Zhang, "Vision-based 3-D grasping of 3-D objects with a simple 2-D gripper," IEEE Trans. Syst., Man, Cybern., Syst., vol. 44, no. 5, pp. 605-620, May 2014.
    • (2014) IEEE Trans. Syst., Man, Cybern., Syst. , vol.44 , Issue.5 , pp. 605-620
    • Liu, C.1    Qiao, H.2    Su, J.3    Zhang, P.4
  • 34
    • 84949907990 scopus 로고    scopus 로고
    • Robust kernel dictionary learning using a whole sequence convergent algorithm
    • Buenos Aires, Argentina
    • H. Liu, J. Qin, H. Cheng, and F. Sun, "Robust kernel dictionary learning using a whole sequence convergent algorithm," in Proc. Int. J. Conf. Artif. Intell. (IJCAI), Buenos Aires, Argentina, 2015, pp. 3678-3684.
    • (2015) Proc. Int. J. Conf. Artif. Intell. (IJCAI) , pp. 3678-3684
    • Liu, H.1    Qin, J.2    Cheng, H.3    Sun, F.4
  • 35
    • 84945561181 scopus 로고    scopus 로고
    • Extreme learning machine for time sequence classification
    • Jan.
    • H. Liu, L. Yu, W. Wang, and F. Sun, "Extreme learning machine for time sequence classification," Neurocomputing, vol. 174, pp. 322-330, Jan. 2016.
    • (2016) Neurocomputing , vol.174 , pp. 322-330
    • Liu, H.1    Yu, L.2    Wang, W.3    Sun, F.4
  • 36
    • 84961364107 scopus 로고    scopus 로고
    • Object recognition using tactile measurements: Kernel sparse coding methods
    • Mar.
    • H. Liu, D. Guo, and F. Sun, "Object recognition using tactile measurements: Kernel sparse coding methods," IEEE Trans. Instrum. Meas., vol. 65, no. 3, pp. 656-665, Mar. 2016.
    • (2016) IEEE Trans. Instrum. Meas. , vol.65 , Issue.3 , pp. 656-665
    • Liu, H.1    Guo, D.2    Sun, F.3
  • 37
    • 84931028408 scopus 로고    scopus 로고
    • Rotation and translation invariant object recognition with a tactile sensor
    • Valencia, Spain
    • S. Luo, W. Mou, M. Li, K. Althoefer, and H. Liu, "Rotation and translation invariant object recognition with a tactile sensor," in Proc. IEEE Sensors Conf., Valencia, Spain, 2014, pp. 1030-1033.
    • (2014) Proc. IEEE Sensors Conf. , pp. 1030-1033
    • Luo, S.1    Mou, W.2    Li, M.3    Althoefer, K.4    Liu, H.5
  • 38
    • 84937468217 scopus 로고    scopus 로고
    • Novel tactile-SIFT descriptor for object shape recognition
    • Sep.
    • S. Luo, W. Mou, K. Althoefer, and H. Liu, "Novel tactile-SIFT descriptor for object shape recognition," IEEE Sensors J., vol. 15, no. 9, pp. 5001-5009, Sep. 2015.
    • (2015) IEEE Sensors J. , vol.15 , Issue.9 , pp. 5001-5009
    • Luo, S.1    Mou, W.2    Althoefer, K.3    Liu, H.4
  • 39
    • 84919817712 scopus 로고    scopus 로고
    • ST-HMP: Unsupervised spatio-temporal feature learning for tactile data
    • Hong Kong
    • M. Madry, L. Bo, D. Kragic, and D. Fox, "ST-HMP: Unsupervised spatio-temporal feature learning for tactile data," in Proc. Int. Conf. Robot. Autom. (ICRA), Hong Kong, 2014, pp. 2262-2269.
    • (2014) Proc. Int. Conf. Robot. Autom. (ICRA) , pp. 2262-2269
    • Madry, M.1    Bo, L.2    Kragic, D.3    Fox, D.4
  • 40
    • 85027484971 scopus 로고    scopus 로고
    • Densitydependent quantized least squares support vector machine for large data sets
    • to be published
    • S. Nan, L. Sun, B. Chen, Z. Lin, and K.-A. Toh, "Densitydependent quantized least squares support vector machine for large data sets," IEEE Trans. Neural Netw. Learn. Syst., to be published, doi: 10.1109/TNNLS.2015.2504382.
    • IEEE Trans. Neural Netw. Learn. Syst.
    • Nan, S.1    Sun, L.2    Chen, B.3    Lin, Z.4    Toh, K.-A.5
  • 41
    • 84984941863 scopus 로고    scopus 로고
    • Haptic object recognition for multi-fingered robot hands
    • Vancouver, BC, Canada
    • S. E. Navarro et al., "Haptic object recognition for multi-fingered robot hands," in Proc. IEEE Haptics Symp. (HAPTICS), Vancouver, BC, Canada, 2012, pp. 497-502.
    • (2012) Proc. IEEE Haptics Symp. (HAPTICS) , pp. 497-502
    • Navarro, S.E.1
  • 42
    • 84896061560 scopus 로고    scopus 로고
    • Early active learning via robust representation and structured sparsity
    • Beijing, China
    • F. Nie, H. Wang, H. Huang, and C. Ding, "Early active learning via robust representation and structured sparsity," in Proc. Int. J. Conf. Artif. Intell. (IJCAI), Beijing, China, 2013, pp. 1572-1578.
    • (2013) Proc. Int. J. Conf. Artif. Intell. (IJCAI) , pp. 1572-1578
    • Nie, F.1    Wang, H.2    Huang, H.3    Ding, C.4
  • 43
    • 84885661679 scopus 로고    scopus 로고
    • Design of non-linear kernel dictionaries for object recognition
    • Dec.
    • H. V. Nguyen, V. M. Patel, N. M. Nasrabadi, and R. Chellappa, "Design of non-linear kernel dictionaries for object recognition," IEEE Trans. Image Process., vol. 22, no. 12, pp. 5123-5135, Dec. 2013.
    • (2013) IEEE Trans. Image Process. , vol.22 , Issue.12 , pp. 5123-5135
    • Nguyen, H.V.1    Patel, V.M.2    Nasrabadi, N.M.3    Chellappa, R.4
  • 44
    • 79958749351 scopus 로고    scopus 로고
    • Global localization of objects via touch
    • Jun.
    • A. Petrovskaya and O. Khatib, "Global localization of objects via touch," IEEE Trans. Robot., vol. 27, no. 3, pp. 569-585, Jun. 2011.
    • (2011) IEEE Trans. Robot. , vol.27 , Issue.3 , pp. 569-585
    • Petrovskaya, A.1    Khatib, O.2
  • 45
    • 33845616835 scopus 로고    scopus 로고
    • Bayesian estimation for autonomous object manipulation based on tactile sensors
    • Orlando, FL, USA
    • A. Petrovskaya, O. Khatib, S. Thrun, and A. Y. Ng, "Bayesian estimation for autonomous object manipulation based on tactile sensors," in Proc. IEEE Int. Conf. Robot. Autom. (ICRA), Orlando, FL, USA, 2006, pp. 707-714.
    • (2006) Proc. IEEE Int. Conf. Robot. Autom. (ICRA) , pp. 707-714
    • Petrovskaya, A.1    Khatib, O.2    Thrun, S.3    Ng, A.Y.4
  • 46
    • 84933574882 scopus 로고    scopus 로고
    • Salient feature of haptic-based guidance of people in low visibility environments using hard reins
    • Feb.
    • A. Ranasinghe et al., "Salient feature of haptic-based guidance of people in low visibility environments using hard reins," IEEE Trans. Cybern., vol. 46, no. 2, pp. 568-579, Feb. 2016.
    • (2016) IEEE Trans. Cybern. , vol.46 , Issue.2 , pp. 568-579
    • Ranasinghe, A.1
  • 47
    • 76249085561 scopus 로고    scopus 로고
    • Object identification with tactile sensors using bagof-features
    • St. Louis, MO, USA
    • A. Schneider et al., "Object identification with tactile sensors using bagof-features," in Proc. IEEE/RSJ Int. Conf. Intell. Robots Syst. (IROS), St. Louis, MO, USA, 2009, pp. 243-248.
    • (2009) Proc. IEEE/RSJ Int. Conf. Intell. Robots Syst. (IROS) , pp. 243-248
    • Schneider, A.1
  • 48
    • 79958770540 scopus 로고    scopus 로고
    • Vibrotactile recognition and categorization of surfaces by a humanoid robot
    • Jun.
    • J. Sinapov, V. Sukhoy, R. Sahai, and A. Stoytchev, "Vibrotactile recognition and categorization of surfaces by a humanoid robot," IEEE Trans. Robot., vol. 27, no. 3, pp. 488-497, Jun. 2011.
    • (2011) IEEE Trans. Robot. , vol.27 , Issue.3 , pp. 488-497
    • Sinapov, J.1    Sukhoy, V.2    Sahai, R.3    Stoytchev, A.4
  • 49
    • 84927729481 scopus 로고    scopus 로고
    • Robust representation and recognition of facial emotions using extreme sparse learning
    • Jul.
    • S. Shojaeilangari, W.-Y. Yau, K. Nandakumar, J. Li, and E. K. Teoh, "Robust representation and recognition of facial emotions using extreme sparse learning," IEEE Trans. Image Process., vol. 24, no. 7, pp. 2140-2152, Jul. 2015.
    • (2015) IEEE Trans. Image Process. , vol.24 , Issue.7 , pp. 2140-2152
    • Shojaeilangari, S.1    Yau, W.-Y.2    Nandakumar, K.3    Li, J.4    Teoh, E.K.5
  • 51
    • 84872345883 scopus 로고    scopus 로고
    • Online spatio-temporal Gaussian process experts with application to tactile classification
    • Vilamoura, Portugal
    • H. Soh, Y. Su, and Y. Demiris, "Online spatio-temporal Gaussian process experts with application to tactile classification," in Proc. Int. Conf. Intell. Robots Syst. (IROS), Vilamoura, Portugal, 2012, pp. 4489-4496.
    • (2012) Proc. Int. Conf. Intell. Robots Syst. (IROS) , pp. 4489-4496
    • Soh, H.1    Su, Y.2    Demiris, Y.3
  • 52
    • 84880570414 scopus 로고    scopus 로고
    • Human-centered design and evaluation of haptic cueing for teleoperation of multiple mobile robots
    • Apr.
    • H. Son et al., "Human-centered design and evaluation of haptic cueing for teleoperation of multiple mobile robots," IEEE Trans. Cybern., vol. 43, no. 2, pp. 597-609, Apr. 2013.
    • (2013) IEEE Trans. Cybern. , vol.43 , Issue.2 , pp. 597-609
    • Son, H.1
  • 53
    • 84915751239 scopus 로고    scopus 로고
    • A haptic texture database for tool mediated texture recognition and classification
    • Richardson, TX, USA
    • M. Strese et al., "A haptic texture database for tool mediated texture recognition and classification," in Proc. IEEE Int. Symp. Haptic Audio Vis. Environ. Games (HAVE), Richardson, TX, USA, 2014, pp. 118-123.
    • (2014) Proc. IEEE Int. Symp. Haptic Audio Vis. Environ. Games (HAVE) , pp. 118-123
    • Strese, M.1
  • 54
    • 78649287561 scopus 로고    scopus 로고
    • 3D reconstruction of reflective surface on reflection type tactile sensor using constraints of geometrical optics
    • Taipei, Taiwan
    • R. Taira, S. Saga, T. Okatani, and K. Deguchi, "3D reconstruction of reflective surface on reflection type tactile sensor using constraints of geometrical optics," in Proc. SICE Annu. Conf., Taipei, Taiwan, 2010, pp. 3144-3149.
    • (2010) Proc. SICE Annu. Conf. , pp. 3144-3149
    • Taira, R.1    Saga, S.2    Okatani, T.3    Deguchi, K.4
  • 55
    • 84929000701 scopus 로고    scopus 로고
    • Extreme learning machine for multilayer perceptron
    • Apr.
    • J. Tang, C. Deng, and G.-B. Huang, "Extreme learning machine for multilayer perceptron," IEEE Trans. Neural Netw. Learn. Syst., vol. 27, no. 4, pp. 809-821, Apr. 2016.
    • (2016) IEEE Trans. Neural Netw. Learn. Syst. , vol.27 , Issue.4 , pp. 809-821
    • Tang, J.1    Deng, C.2    Huang, G.-B.3
  • 56
    • 85027692896 scopus 로고    scopus 로고
    • Mutilayer extreme learning machine with subnetwork nodes for representation learning
    • to be published
    • Y. Yang and Q. M. J. Wu, "Mutilayer extreme learning machine with subnetwork nodes for representation learning," IEEE Trans. Cybern., to be published, doi: 10.1109/TCYB.2015.2481713.
    • IEEE Trans. Cybern.
    • Yang, Y.1    Wu, Q.M.J.2
  • 57
    • 84872347226 scopus 로고    scopus 로고
    • Tactile sensor based varying contact point manipulation strategy for dexterous robot hand manipulating unknown objects
    • Vilamoura, Portugal
    • Y.-F. Zhang and H. Liu, "Tactile sensor based varying contact point manipulation strategy for dexterous robot hand manipulating unknown objects," in Proc. IEEE/RSJ Int. Conf. Intell. Robots Syst. (IROS), Vilamoura, Portugal, 2012, pp. 4756-4761.
    • (2012) Proc. IEEE/RSJ Int. Conf. Intell. Robots Syst. (IROS) , pp. 4756-4761
    • Zhang, Y.-F.1    Liu, H.2
  • 58
    • 84962687139 scopus 로고    scopus 로고
    • LSDT: Latent sparse domain transfer learning for visual adaptation
    • Mar.
    • L. Zhang, W. M. Zuo, and D. Zhang, "LSDT: Latent sparse domain transfer learning for visual adaptation," IEEE Trans. Image Process., vol. 25, no. 3, pp. 1177-1191, Mar. 2016.
    • (2016) IEEE Trans. Image Process. , vol.25 , Issue.3 , pp. 1177-1191
    • Zhang, L.1    Zuo, W.M.2    Zhang, D.3
  • 59
    • 85027951802 scopus 로고    scopus 로고
    • Domain adaptation extreme learning machines for drift compensation in E-nose systems
    • Jul.
    • L. Zhang and D. Zhang, "Domain adaptation extreme learning machines for drift compensation in E-nose systems," IEEE Trans. Instrum. Meas., vol. 64, no. 7, pp. 1790-1801, Jul. 2015.
    • (2015) IEEE Trans. Instrum. Meas. , vol.64 , Issue.7 , pp. 1790-1801
    • Zhang, L.1    Zhang, D.2
  • 60
    • 84962222652 scopus 로고    scopus 로고
    • Visual understanding via multi-feature shared learning with global consistency
    • Feb.
    • L. Zhang and D. Zhang, "Visual understanding via multi-feature shared learning with global consistency," IEEE Trans. Multimedia, vol. 18, no. 2, pp. 247-259, Feb. 2016.
    • (2016) IEEE Trans. Multimedia , vol.18 , Issue.2 , pp. 247-259
    • Zhang, L.1    Zhang, D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.