메뉴 건너뛰기




Volumn 9, Issue 3, 2013, Pages 1688-1696

Discover novel visual categories from dynamic hierarchies using multimodal attributes

Author keywords

Constrained topic model; dynamic category hierarchies; multimodal object attributes; multimodal sensor; novel visual category discovery; RGB D data

Indexed keywords

MULTIMODAL SENSOR; NOVEL VISUAL CATEGORY DISCOVERY; OBJECT ATTRIBUTES; RGB-D DATA; TOPIC MODELING;

EID: 84883034956     PISSN: 15513203     EISSN: None     Source Type: Journal    
DOI: 10.1109/TII.2013.2248741     Document Type: Article
Times cited : (10)

References (32)
  • 1
    • 0001629684 scopus 로고
    • How parents label objects for young children: The role of input in the acquisition of category hierarchies
    • M. A. Callanan, "How parents label objects for young children: The role of input in the acquisition of category hierarchies," Child Dev., vol. 56, no. 2, pp. 508-523, 1985.
    • (1985) Child Dev , vol.56 , Issue.2 , pp. 508-523
    • Callanan, M.A.1
  • 2
    • 0001915736 scopus 로고    scopus 로고
    • Ierarchical structure in concepts and the basic level of categorization
    • K. Lamberts,Ed. et al. Cambridge, MA, USA: MIT
    • G. L. Murphy and M. E. Lassaline, "Ierarchical structure in concepts and the basic level of categorization," in Knowledge, Concepts and Categories: Studies in Cognition, K. Lamberts,Ed. et al. Cambridge, MA, USA: MIT, 1997, pp. 93-131.
    • (1997) Knowledge, Concepts and Categories: Studies in Cognition , pp. 93-131
    • Murphy, G.L.1    Lassaline, M.E.2
  • 3
    • 85047686261 scopus 로고    scopus 로고
    • Why do we SLIP to the basic level? Computational constraints and their implementation
    • DOI 10.1037//0033-295X.108.4.735
    • F. Gosselin and P. G. Schyns, "Why do de slip to the basic level? Computational constraints and their implementation," Psychol. Rev., vol. 108, no. 4, pp. 735-758, 2001. (Pubitemid 33604144)
    • (2001) Psychological Review , vol.108 , Issue.4 , pp. 735-758
    • Gosselin, F.1    Schyns, P.G.2
  • 4
    • 34447500578 scopus 로고    scopus 로고
    • Object category structure in response patterns of neuronal population in monkey inferior temporal cortex
    • DOI 10.1152/jn.00024.2007
    • R. Kiani, H. Esteky, K. Mirpour, and K. Tanaka, "Object category structure in response patterns of neuronal population in monkey inferior temporal cortex," J. Neurophys., vol. 97, no. 64, pp. 4296-4309, 2007. (Pubitemid 47080657)
    • (2007) Journal of Neurophysiology , vol.97 , Issue.6 , pp. 4296-4309
    • Kiani, R.1    Esteky, H.2    Mirpour, K.3    Tanaka, K.4
  • 5
    • 57649196582 scopus 로고    scopus 로고
    • Matching categorical object representations in inferior temporal cortex of man and monkey
    • N. Kriegeskorte, M. Mur, D. Ruff, R. Kiani, J. Bodurka, H. Esteky, K. Tanaka, and P. Bandettini, "Matching categorical object representations in inferior temporal cortex of man and monkey," Neuron, vol. 60, no. 6, pp. 1126-1141, 2008.
    • (2008) Neuron , vol.60 , Issue.6 , pp. 1126-1141
    • Kriegeskorte, N.1    Mur, M.2    Ruff, D.3    Kiani, R.4    Bodurka, J.5    Esteky, H.6    Tanaka, K.7    Bandettini, P.8
  • 6
    • 56749131142 scopus 로고    scopus 로고
    • Constructing category hierarchies for visual recognition
    • M. Marsza and C. Schmid, "Constructing category hierarchies for visual recognition," in Proc. Eur. Conf. Comput. Vis., 2008, pp. 479-491.
    • (2008) Proc. Eur. Conf. Comput. Vis , pp. 479-491
    • Marsza, M.1    Schmid, C.2
  • 11
    • 76849117578 scopus 로고    scopus 로고
    • The nested Chinese restaurant process and Bayesian nonparametric inference of topic hierarchies
    • D. Blei, T. Griffiths, and M. Jordan, "The nested Chinese restaurant process and Bayesian nonparametric inference of topic hierarchies," J. ACM, vol. 57, no. 2, 2010.
    • (2010) J. ACM , vol.57 , Issue.2
    • Blei, D.1    Griffiths, T.2    Jordan, M.3
  • 12
    • 0141607824 scopus 로고    scopus 로고
    • Latent Dirichlet allocation
    • D. Blei, A. Ng, and M. Jordan, "Latent Dirichlet allocation," J. Mach. Learning Res., vol. 3, no. 3, pp. 993-1022, 2003.
    • (2003) J. Mach. Learning Res , vol.3 , Issue.3 , pp. 993-1022
    • Blei, D.1    Ng, A.2    Jordan, M.3
  • 13
    • 79960116366 scopus 로고    scopus 로고
    • Dirichlet processmixtures of generalized linear models
    • L. Hannah, D. Blei, andW. Powell, "Dirichlet processmixtures of generalized linear models," J. Mach. Learning Res., vol. 11, no. 12, pp. 1923-1953, 2011.
    • (2011) J. Mach. Learning Res , vol.11 , Issue.12 , pp. 1923-1953
    • Hannah, L.1    Blei, D.2    Powell, W.3
  • 14
    • 84859925181 scopus 로고    scopus 로고
    • Hierarchical semantic processing architecture for smart sensors in surveillance networks
    • May
    • D. Bruckner, C. Picus, R. Velik, W. Herzner, and G. Zucker, "Hierarchical semantic processing architecture for smart sensors in surveillance networks," IEEE Trans. Ind. Inf., vol. 8, no. 2, pp. 291-301,May 2012.
    • (2012) IEEE Trans. Ind. Inf , vol.8 , Issue.2 , pp. 291-301
    • Bruckner, D.1    Picus, C.2    Velik, R.3    Herzner, W.4    Zucker, G.5
  • 15
    • 84856353445 scopus 로고    scopus 로고
    • 3-D integration of robot vision and laser data with semiautomatic calibration in augmented reality stereoscopic visual interface
    • Feb.
    • S. Livatino, F. Banno, and G. Muscato, "3-D integration of robot vision and laser data with semiautomatic calibration in augmented reality stereoscopic visual interface," IEEE Trans. Ind. Inf., vol. 8, no. 1, pp. 69-77, Feb. 2012.
    • (2012) IEEE Trans. Ind. Inf , vol.8 , Issue.1 , pp. 69-77
    • Livatino, S.1    Banno, F.2    Muscato, G.3
  • 16
    • 84455168545 scopus 로고    scopus 로고
    • A large-scale hierarchical multiview RGB-D object dataset
    • K. Lai, L. Bo, X. Ren, and D. Fox, "A large-scale hierarchical multiview RGB-D object dataset," in Proc. IEEE Int. Conf. Robot. Autom., 2011, pp. 1817-1824.
    • (2011) Proc. IEEE Int. Conf. Robot. Autom , pp. 1817-1824
    • Lai, K.1    Bo, L.2    Ren, X.3    Fox, D.4
  • 17
    • 84863038003 scopus 로고    scopus 로고
    • A hierarchical model incorporating segmented regions and pixel descriptors for video background subtraction
    • Feb.
    • S. Chen, J. Zhang, Y. Li, and J. Zhang, "A hierarchical model incorporating segmented regions and pixel descriptors for video background subtraction," IEEE Trans. Ind. Inf., vol. 8, no. 1, pp. 118-127, Feb. 2012.
    • (2012) IEEE Trans. Ind. Inf , vol.8 , Issue.1 , pp. 118-127
    • Chen, S.1    Zhang, J.2    Li, Y.3    Zhang, J.4
  • 18
    • 50649123564 scopus 로고    scopus 로고
    • Exploiting object hierarchy: Combining models from different category levels
    • A. Zweig and D. Weinshall, "Exploiting object hierarchy: Combining models from different category levels," in Proc. Int. Conf. Comput. Vis., 2007, pp. 1-8.
    • (2007) Proc. Int. Conf. Comput. Vis , pp. 1-8
    • Zweig, A.1    Weinshall, D.2
  • 22
    • 84055217861 scopus 로고    scopus 로고
    • Object-graphs for context-aware visual category discovery
    • Feb. 2012
    • Y. J. Lee and K. Grauman, "Object-graphs for context-aware visual category discovery," IEEE Trans. Pattern Anal. Mach. Intell., vol. 34, no. 2, pp. 346-358, Feb. 2012.
    • IEEE Trans. Pattern Anal. Mach. Intell , vol.34 , Issue.2 , pp. 346-358
    • Lee, Y.J.1    Grauman, K.2
  • 24
    • 33750522220 scopus 로고    scopus 로고
    • Kernel PCA for novelty detection
    • DOI 10.1016/j.patcog.2006.07.009, PII S0031320306003414
    • H. Hoffmann, "Kernel PCA for novelty detection," Pattern Recognit., vol. 40, no. 3, pp. 863-874, 2007. (Pubitemid 44667761)
    • (2007) Pattern Recognition , vol.40 , Issue.3 , pp. 863-874
    • Hoffmann, H.1
  • 26
    • 53849114297 scopus 로고    scopus 로고
    • Towards 3D point cloud based object maps for household environments
    • R. B. Rusu, Z. C. Marton, N. Blodow,M. Dolha, and M. Beetz, "Towards 3D point cloud based object maps for household environments," Robot. Auton. Syst. J., vol. 56, no. 11, pp. 927-941, 2008.
    • (2008) Robot. Auton. Syst. J , vol.56 , Issue.11 , pp. 927-941
    • Rusu, R.B.1    Marton, Z.C.2    Blodow, N.3    Dolha, M.4    Beetz, M.5
  • 27
    • 0025184288 scopus 로고
    • The principal axes transformation-A method for image registration
    • A. N. Bradshaw, J. D. Kennedy, and J. Correia, "The principal axes transformation-a method for image registration," J. Nucl. Med., vol. 31, no. 10, p. 1717, 1990.
    • (1990) J. Nucl. Med , vol.31 , Issue.10 , pp. 1717
    • Bradshaw, A.N.1    Kennedy, J.D.2    Correia, J.3
  • 28
    • 79955702502 scopus 로고    scopus 로고
    • LIBSVM: A library for support vector machines
    • C. Chang and C. Lin, "LIBSVM: A library for support vector machines," ACM Trans. Intell. Syst. Technol., vol. 2, no. 3, pp. 27:1-27:27, 2011.
    • (2011) ACM Trans. Intell. Syst. Technol , vol.2 , Issue.3 , pp. 271-2727
    • Chang, C.1    Lin, C.2
  • 30
    • 67949112664 scopus 로고    scopus 로고
    • The global kernel K-means algorithm for clustering in feature space
    • Jul
    • G. Tzortzis and A. Likas, "The global kernel K-means algorithm for clustering in feature space," IEEE Trans. Neural Netw., vol. 20, no. 7, pp. 1181-1194, Jul. 2009.
    • (2009) IEEE Trans. Neural Netw , vol.20 , Issue.7 , pp. 1181-1194
    • Tzortzis, G.1    Likas, A.2
  • 31
    • 37449022367 scopus 로고    scopus 로고
    • Fault detection in autonomous robots based on fault injection and learning
    • DOI 10.1007/s10514-007-9060-9
    • A. L. Christensen, R. O'Grady, M. Birattari, and M. Dorigo, "Fault detection in autonomous robots based on fault injection and learning," Auton. Robot., vol. 24, no. 1, pp. 49-67, 2008. (Pubitemid 50003970)
    • (2008) Autonomous Robots , vol.24 , Issue.1 , pp. 49-67
    • Christensen, A.L.1    O'Grady, R.2    Birattari, M.3    Dorigo, M.4
  • 32
    • 84857251326 scopus 로고    scopus 로고
    • Self-supervised learning to visually detect terrain surfaces for autonomous robots operating in forested terrain
    • S. Zhou, J.Xi, M. W. McDaniel, T.Nishihata, P. Salesses, and K. Iagnemma, "Self-supervised learning to visually detect terrain surfaces for autonomous robots operating in forested terrain," J. Field Robot., vol. 29, no. 2, pp. 277-297, 2012.
    • (2012) J. Field Robot , vol.29 , Issue.2 , pp. 277-297
    • Zhou, S.1    Xi, J.2    McDaniel, M.W.3    Nishihata, T.4    Salesses, P.5    Iagnemma, K.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.