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Volumn 29, Issue 5, 2007, Pages 854-869

Sharing visual features for multiclass and multiview object detection

Author keywords

Boosting; Interclass transfer; Multiclass; Object detection; Sharing features

Indexed keywords

COMPUTATIONAL COMPLEXITY; IMAGE ANALYSIS; IMAGE RECOGNITION; OBJECT RECOGNITION;

EID: 34047200109     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2007.1055     Document Type: Article
Times cited : (550)

References (37)
  • 1
    • 12844249589 scopus 로고    scopus 로고
    • "Learning to Detect Objects in Images via a Sparse, Part-Based Representation"
    • Nov
    • S. Agarwal, A. Awan, and D. Roth, "Learning to Detect Objects in Images via a Sparse, Part-Based Representation," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 26, no. 11, pp. 1475-1490, Nov. 2004.
    • (2004) IEEE Trans. Pattern Analysis and Machine Intelligence , vol.26 , Issue.11 , pp. 1475-1490
    • Agarwal, S.1    Awan, A.2    Roth, D.3
  • 2
    • 24044435942 scopus 로고    scopus 로고
    • "Reducing Multiclass to Binary: A Unifying Approach for Margin Classifiers"
    • E. Allwein, R. Schapire, and Y. Singer, "Reducing Multiclass to Binary: A Unifying Approach for Margin Classifiers," J. Machine Learning Research, pp. 113-141, 2000.
    • (2000) J. Machine Learning Research , pp. 113-141
    • Allwein, E.1    Schapire, R.2    Singer, Y.3
  • 3
    • 34047238800 scopus 로고    scopus 로고
    • "Computational Strategies for Model-Based Scene Interpretation for Object Detection"
    • Y. Amit, D. Geman, and X. Fan, "Computational Strategies for Model-Based Scene Interpretation for Object Detection," 2003.
    • (2003)
    • Amit, Y.1    Geman, D.2    Fan, X.3
  • 6
    • 0031189914 scopus 로고    scopus 로고
    • "Multitask Learning"
    • R. Caruana, "Multitask Learning," Machine Learning, vol. 28, no. 1, pp. 41-75, 1997.
    • (1997) Machine Learning , vol.28 , Issue.1 , pp. 41-75
    • Caruana, R.1
  • 7
    • 0000406788 scopus 로고
    • "Solving Multiclass Learning Problems via ECOCs"
    • T.G. Dietterich and G. Bakiri, "Solving Multiclass Learning Problems via ECOCs," J. AI Research, vol. 2, pp. 263-286, 1995.
    • (1995) J. AI Research , vol.2 , pp. 263-286
    • Dietterich, T.G.1    Bakiri, G.2
  • 11
    • 33144475249 scopus 로고    scopus 로고
    • "Visual Object Category Recognition"
    • PhD thesis, Univ. of Oxford
    • R. Fergus, "Visual Object Category Recognition," PhD thesis, Univ. of Oxford, 2005.
    • (2005)
    • Fergus, R.1
  • 13
    • 0035470889 scopus 로고    scopus 로고
    • "Greedy Function Approximation: A Gradient Boosting Machine"
    • J. Friedman, "Greedy Function Approximation: A Gradient Boosting Machine," Annals of Statistics, vol. 29, pp. 1189-1232, 2001.
    • (2001) Annals of Statistics , vol.29 , pp. 1189-1232
    • Friedman, J.1
  • 14
    • 0034164230 scopus 로고    scopus 로고
    • "Additive Logistic Regression: A Statistical View of Boosting"
    • J. Friedman, T. Hastie, and R. Tibshirani, "Additive Logistic Regression: A Statistical View of Boosting," Annals of Statistics, vol. 28, no. 2, pp. 337-374, 2000.
    • (2000) Annals of Statistics , vol.28 , Issue.2 , pp. 337-374
    • Friedman, J.1    Hastie, T.2    Tibshirani, R.3
  • 15
    • 0032355984 scopus 로고    scopus 로고
    • "Classification by Pairwise Coupling"
    • T. Hastie and R. Tibshirani, "Classification by Pairwise Coupling," Annals of Statistics, vol. 26, pp. 451-471, 1998.
    • (1998) Annals of Statistics , vol.26 , pp. 451-471
    • Hastie, T.1    Tibshirani, R.2
  • 17
    • 84932617331 scopus 로고    scopus 로고
    • "Learning from a Small Number of Training Examples by Exploiting Object Categories"
    • M. Fink, K. Levi, and Y. Weiss, "Learning from a Small Number of Training Examples by Exploiting Object Categories," Proc. Workshop Learning in Computer Vision, 2004.
    • (2004) Proc. Workshop Learning in Computer Vision
    • Fink, M.1    Levi, K.2    Weiss, Y.3
  • 18
    • 5044222632 scopus 로고    scopus 로고
    • "Sequential Learning of Reusable Parts for Object Detection"
    • technical report, CS Johns Hopkins
    • S. Krempp, D. Geman, and Y. Amit, "Sequential Learning of Reusable Parts for Object Detection," technical report, CS Johns Hopkins, 2002, http://cis.jhu.edu/cis-cgi/cv/cisdb/pubs/query?id=geman.
    • (2002)
    • Krempp, S.1    Geman, D.2    Amit, Y.3
  • 19
    • 0029389034 scopus 로고
    • "Computation of Orientational Filters for Real-Time Computer Vision Problems I: Implementation and Methodology"
    • T. Kubota and C.O. Alford, "Computation of Orientational Filters for Real-Time Computer Vision Problems I: Implementation and Methodology," Real-Time Imaging, vol. 1, pp. 261-281, 1995.
    • (1995) Real-Time Imaging , vol.1 , pp. 261-281
    • Kubota, T.1    Alford, C.O.2
  • 20
    • 0032203257 scopus 로고    scopus 로고
    • "Gradient-Based Learning Applied to Document Recognition"
    • Nov
    • Y. LeCun, L. Bottou, Y. Bengio, and P. Haffner, "Gradient-Based Learning Applied to Document Recognition," Proc. IEEE, vol. 86, no. 11, pp. 2278-2324, Nov. 1998.
    • (1998) Proc. IEEE, , vol.86 , Issue.11 , pp. 2278-2324
    • LeCun, Y.1    Bottou, L.2    Bengio, Y.3    Haffner, P.4
  • 24
    • 0033284915 scopus 로고    scopus 로고
    • "Object Recognition from Local Scale-Invariant Features"
    • D.G. Lowe, "Object Recognition from Local Scale-Invariant Features," Proc. Int'l Conf. Computer Vision, pp. 1150-1157, 1999.
    • (1999) Proc. Int'l Conf. Computer Vision, , pp. 1150-1157
    • Lowe, D.G.1
  • 25
    • 0029220876 scopus 로고
    • "Visual Learning and Recognition of 3-D Objects from Appearance"
    • H. Murase and S. Nayar, "Visual Learning and Recognition of 3-D Objects from Appearance," Int'l J. Computer Vision, vol. 14, pp. 5-24, 1995.
    • (1995) Int'l J. Computer Vision , vol.14 , pp. 5-24
    • Murase, H.1    Nayar, S.2
  • 26
    • 0034206769 scopus 로고    scopus 로고
    • "A Trainable System for Object Detection"
    • C. Papageorgiou and T. Poggio, "A Trainable System for Object Detection," Int'l J. Computer Vision, vol. 38, no. 1, pp. 15-33, 2000.
    • (2000) Int'l J. Computer Vision , vol.38 , Issue.1 , pp. 15-33
    • Papageorgiou, C.1    Poggio, T.2
  • 27
    • 33745835982 scopus 로고    scopus 로고
    • "Labelme:ADatabase and Web-Based Tool for Image Annotation"
    • Technical Report 025, Massachusetts Inst. of Technology AI Lab
    • B.C. Russell, A. Torralba, K.P. Murphy, and W.T. Freeman, "Labelme:ADatabase and Web-Based Tool for Image Annotation," Technical Report 025, Massachusetts Inst. of Technology, AI Lab, 2005.
    • (2005)
    • Russell, B.C.1    Torralba, A.2    Murphy, K.P.3    Freeman, W.T.4
  • 29
    • 0033905095 scopus 로고    scopus 로고
    • "BoosTexter: A Boosting-Based System for Text Categorization"
    • R. Schapire and Y. Singer, "BoosTexter: A Boosting-Based System for Text Categorization," Machine Learning, vol. 39, nos. 2/3, pp. 135-168, 2000.
    • (2000) Machine Learning , vol.39 , Issue.2-3 , pp. 135-168
    • Schapire, R.1    Singer, Y.2
  • 31
    • 0344120211 scopus 로고    scopus 로고
    • "Affine-Invariant Local Descriptors and Neighborhood Statistics for Texture Recognition"
    • S. Lazebnik, C. Schmid, and J. Ponce, "Affine-Invariant Local Descriptors and Neighborhood Statistics for Texture Recognition," Proc. Int'l Conf. Computer Vision, 2003.
    • (2003) Proc. Int'l Conf. Computer Vision
    • Lazebnik, S.1    Schmid, C.2    Ponce, J.3
  • 32
    • 0004255908 scopus 로고    scopus 로고
    • special issue on inductive transfer, S. Thrun and L. Pratt, eds
    • Machine Learning, special issue on inductive transfer, S. Thrun and L. Pratt, eds., 1997.
    • (1997) Machine Learning
  • 35
    • 0001771568 scopus 로고
    • "The Design of Multistage Separable Planar Filters"
    • S. Treitel and J. Shanks, "The Design of Multistage Separable Planar Filters," IEEE Trans. Geoscience Electronics, vol. 9, no. 1, pp. 10-27, 1971.
    • (1971) IEEE Trans. Geoscience Electronics , vol.9 , Issue.1 , pp. 10-27
    • Treitel, S.1    Shanks, J.2
  • 37
    • 2142812371 scopus 로고    scopus 로고
    • "Robust Real-Time Object Detection"
    • P. Viola and M. Jones, "Robust Real-Time Object Detection," Int'l J. Computer Vision, vol. 57, no. 2, pp. 137-154, 2004.
    • (2004) Int'l J. Computer Vision , vol.57 , Issue.2 , pp. 137-154
    • Viola, P.1    Jones, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.