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Volumn 110, Issue 2, 2008, Pages 173-191

Learning function-based object classification from 3D imagery

Author keywords

3D range data; Function based reasoning; Object classification; Supervised learning

Indexed keywords

GRAPH THEORY; HIERARCHICAL SYSTEMS; IMAGE ANALYSIS; IMAGE CLASSIFICATION; OBJECT RECOGNITION;

EID: 41949090019     PISSN: 10773142     EISSN: 1090235X     Source Type: Journal    
DOI: 10.1016/j.cviu.2007.06.002     Document Type: Article
Times cited : (21)

References (51)
  • 1
    • 0023252558 scopus 로고    scopus 로고
    • R. Bajcsy, F. Solina, Three dimensional object representation revisited, in: IEEE Proceedings of the International Conference on Computer Vision, 1987, pp. 231 -240.
    • R. Bajcsy, F. Solina, Three dimensional object representation revisited, in: IEEE Proceedings of the International Conference on Computer Vision, 1987, pp. 231 -240.
  • 3
    • 41949141195 scopus 로고    scopus 로고
    • E. Bicici, R. St. Amant, Reasoning About the Functionality of Tools and Physical Artifacts, NC State University, Technical Report, No. 22, 2003, .
    • E. Bicici, R. St. Amant, Reasoning About the Functionality of Tools and Physical Artifacts, NC State University, Technical Report, No. 22, 2003, .
  • 4
    • 41949134865 scopus 로고    scopus 로고
    • M. Brady, P.E. Age, D.J. Braunegg, J. Connell II, The Mechanic's Mate, in: Proceedings of the Sixth European Conference on Artificial Intelligence, 1984, pp. 79-94.
    • M. Brady, P.E. Age, D.J. Braunegg, J. Connell II, The Mechanic's Mate, in: Proceedings of the Sixth European Conference on Artificial Intelligence, 1984, pp. 79-94.
  • 7
    • 41949109308 scopus 로고    scopus 로고
    • R.A. Brooks, R. Greiner, T.O. Binford, The ACRONYM model-based vision system, in: Proceedings of the International Joint Conference on Artificial Intelligence, 1979, pp. 105-113.
    • R.A. Brooks, R. Greiner, T.O. Binford, The ACRONYM model-based vision system, in: Proceedings of the International Joint Conference on Artificial Intelligence, 1979, pp. 105-113.
  • 9
    • 0032313946 scopus 로고    scopus 로고
    • E. Davis, The Naive Physics Perplex, AI Magazine, 1998.
    • E. Davis, The Naive Physics Perplex, AI Magazine, 1998.
  • 13
    • 41949139165 scopus 로고    scopus 로고
    • T.J. Fan, G.G. Medioni, R. Nevatia. 3-D Object Recognition Using Surface Descriptions, Image Understanding Workshop, pp. 383-397, 1988.
    • T.J. Fan, G.G. Medioni, R. Nevatia. 3-D Object Recognition Using Surface Descriptions, Image Understanding Workshop, pp. 383-397, 1988.
  • 15
    • 84964450459 scopus 로고    scopus 로고
    • G. Froimovich, E. Rivlin, I. Shimshoni, Object Classification by Functional Parts, in: Proceedings of the First International Symposium on 3D Data Processing Visualization and Transmission-3DPVT'02, 19-21 June, 2002, pp. 648-655.
    • G. Froimovich, E. Rivlin, I. Shimshoni, Object Classification by Functional Parts, in: Proceedings of the First International Symposium on 3D Data Processing Visualization and Transmission-3DPVT'02, 19-21 June, 2002, pp. 648-655.
  • 17
    • 0029378373 scopus 로고
    • Generic recognition of articulated objects through reasoning about potential function
    • Green K., Eggert D., Stark L., and Bowyer K. Generic recognition of articulated objects through reasoning about potential function. Computer Vision and Image Understanding 62 2 (1995) 177-193
    • (1995) Computer Vision and Image Understanding , vol.62 , Issue.2 , pp. 177-193
    • Green, K.1    Eggert, D.2    Stark, L.3    Bowyer, K.4
  • 18
    • 0026221780 scopus 로고
    • The combinatorics of heuristic search termination for object recognition in cluttered environments
    • Grimson W.E.L. The combinatorics of heuristic search termination for object recognition in cluttered environments. IEEE Transactions on Pattern Analysis and Machine Intelligence 13 9 (1991) 383-397
    • (1991) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.13 , Issue.9 , pp. 383-397
    • Grimson, W.E.L.1
  • 20
    • 0029378374 scopus 로고
    • Functional and physical object characteristics and object recognition in improvisation
    • Hodges J. Functional and physical object characteristics and object recognition in improvisation. Computer Vision and Image Understanding 62 2 (1995) 147-163
    • (1995) Computer Vision and Image Understanding , vol.62 , Issue.2 , pp. 147-163
    • Hodges, J.1
  • 23
    • 33745934686 scopus 로고    scopus 로고
    • F. Jurie, B. Triggs, Creating efficient codebooks for visual recognition, in: IEEE Proceedings of the Conference on Computer Vision and Pattern Recognition, vol 1, 17-21 October 2005, pp. 604-610.
    • F. Jurie, B. Triggs, Creating efficient codebooks for visual recognition, in: IEEE Proceedings of the Conference on Computer Vision and Pattern Recognition, vol 1, 17-21 October 2005, pp. 604-610.
  • 26
    • 41949135487 scopus 로고    scopus 로고
    • D.E. Knuth, The Art of Computer Programming, vol 3, first ed., Addison-Wesley, Reading, MA, 1973.
    • D.E. Knuth, The Art of Computer Programming, vol 3, first ed., Addison-Wesley, Reading, MA, 1973.
  • 27
    • 41949115016 scopus 로고    scopus 로고
    • D.J. Kriegman, T.O. Binford, T. Sumanaweera, Generic Models for Robot Navigation, Image Understanding Workshop, 1988, pp. 453-460.
    • D.J. Kriegman, T.O. Binford, T. Sumanaweera, Generic Models for Robot Navigation, Image Understanding Workshop, 1988, pp. 453-460.
  • 28
    • 0036721746 scopus 로고    scopus 로고
    • Object recognition and articulated object learning by accumulative hopfield matching
    • Li W.-J., and Lee T. Object recognition and articulated object learning by accumulative hopfield matching. Pattern Recognition 35 (2002) 1933-1948
    • (2002) Pattern Recognition , vol.35 , pp. 1933-1948
    • Li, W.-J.1    Lee, T.2
  • 30
    • 0002515829 scopus 로고    scopus 로고
    • Commonsense-based interfaces
    • Minsky M. Commonsense-based interfaces. Communications of the ACM 43 8 (2000) 67-73
    • (2000) Communications of the ACM , vol.43 , Issue.8 , pp. 67-73
    • Minsky, M.1
  • 31
    • 41949110217 scopus 로고    scopus 로고
    • M. Minsky, A Framework for Representing Knowledge, MIT-AI Laboratory Memo 306, June, 1974. Reprinted in The Psychology of Computer Vision, P. Winston (Ed.), McGraw-Hill, New York, 1975.
    • M. Minsky, A Framework for Representing Knowledge, MIT-AI Laboratory Memo 306, June, 1974. Reprinted in The Psychology of Computer Vision, P. Winston (Ed.), McGraw-Hill, New York, 1975.
  • 32
    • 1642578625 scopus 로고    scopus 로고
    • Mid-sized axiomatizations of commonsense problems: a case study in egg cracking
    • Morgenstern L. Mid-sized axiomatizations of commonsense problems: a case study in egg cracking. Studia Logica 67 (2001) 333-384
    • (2001) Studia Logica , vol.67 , pp. 333-384
    • Morgenstern, L.1
  • 33
    • 41949102319 scopus 로고    scopus 로고
    • J. Mundy, A. Liu, N. Pillow, A. Zisserman, S. Abdallah, S. Utcke, S. Nayar, C. Rothwell, An experimental comparison of appearence and geometric model based recognition, in: Proceedings of Object Representation in Computer Vision II, 1996.
    • J. Mundy, A. Liu, N. Pillow, A. Zisserman, S. Abdallah, S. Utcke, S. Nayar, C. Rothwell, An experimental comparison of appearence and geometric model based recognition, in: Proceedings of Object Representation in Computer Vision II, 1996.
  • 34
    • 41949091403 scopus 로고    scopus 로고
    • .
    • .
  • 36
  • 37
  • 39
    • 0003999796 scopus 로고
    • Rosch E., and Lloyd B. (Eds), Erlbaum, Hillsdale, NJ
    • Rosch E. Cognition and categorization. In: Rosch E., and Lloyd B. (Eds) (1978), Erlbaum, Hillsdale, NJ
    • (1978) Cognition and categorization
    • Rosch, E.1
  • 40
    • 29344457663 scopus 로고    scopus 로고
    • R.St. Amant, A.B. Wood, Tool use for autonomous agents, in: Proceedings of the National Conference on Artificial Intelligence (AAAI), 2005, pp. 184-189.
    • R.St. Amant, A.B. Wood, Tool use for autonomous agents, in: Proceedings of the National Conference on Artificial Intelligence (AAAI), 2005, pp. 184-189.
  • 42
    • 84964539234 scopus 로고    scopus 로고
    • L. Stark, A.W. Hoover, D.B. Goldgof, K.W. Bowyer, Function-based recognition from incomplete knowledge of shape, Workshop on Qualitative Vision, 1993, pp. 11-22.
    • L. Stark, A.W. Hoover, D.B. Goldgof, K.W. Bowyer, Function-based recognition from incomplete knowledge of shape, Workshop on Qualitative Vision, 1993, pp. 11-22.
  • 43
    • 0028713131 scopus 로고
    • GRUFF-3: generalizing the domain of a function-based recognition system
    • Sutton M.A., Stark L., and Bowyer K.W. GRUFF-3: generalizing the domain of a function-based recognition system. Pattern Recognition 27 12 (1994) 1743-1766
    • (1994) Pattern Recognition , vol.27 , Issue.12 , pp. 1743-1766
    • Sutton, M.A.1    Stark, L.2    Bowyer, K.W.3
  • 45
    • 84918550322 scopus 로고    scopus 로고
    • B. Triggs, P.F. McLauchlan, R.I. Hartley, A.W. Fitzgibbon, Bundle Adjustment A Modern Synthesis, Vision Algorithms' 99, in: B. Triggs, A. Zisserman, R. Szeliski (Eds.), Lecture Notes in Computer Science, 1883 (2000) 298-372.
    • B. Triggs, P.F. McLauchlan, R.I. Hartley, A.W. Fitzgibbon, Bundle Adjustment A Modern Synthesis, Vision Algorithms' 99, in: B. Triggs, A. Zisserman, R. Szeliski (Eds.), Lecture Notes in Computer Science, 1883 (2000) 298-372.
  • 46
    • 0002988210 scopus 로고
    • Computing machinery and intelligence
    • Turing A. Computing machinery and intelligence. Mind 59 (1950) 433-460
    • (1950) Mind , vol.59 , pp. 433-460
    • Turing, A.1
  • 48
    • 0026171712 scopus 로고
    • Object structure and action requirements: a compatibility model for functional recognition
    • Vaina L.M., and Jaulent M.C. Object structure and action requirements: a compatibility model for functional recognition. International Journal of Intelligent Systems 6 (1991) 313-336
    • (1991) International Journal of Intelligent Systems , vol.6 , pp. 313-336
    • Vaina, L.M.1    Jaulent, M.C.2
  • 49
    • 0023670006 scopus 로고
    • Representation and recognition of objects from dense range maps
    • Vemuri B.C., and Aggarwal J.K. Representation and recognition of objects from dense range maps. IEEE Transactions on Circuits and Systems 34 11 (1987) 1351-1363
    • (1987) IEEE Transactions on Circuits and Systems , vol.34 , Issue.11 , pp. 1351-1363
    • Vemuri, B.C.1    Aggarwal, J.K.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.