메뉴 건너뛰기




Volumn , Issue , 2008, Pages

Classification using intersection kernel support vector machines is efficient

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION ACCURACIES; HISTOGRAM INTERSECTION; PRECOMPUTING; RUN-TIME; RUN-TIME COMPLEXITY; SPACE REQUIREMENTS; SUPPORT VECTORS;

EID: 51949098112     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2008.4587630     Document Type: Conference Paper
Times cited : (882)

References (16)
  • 1
    • 36849014901 scopus 로고    scopus 로고
    • Representing shape with a spatial pyramid kernel
    • A. Bosch, A. Zisserman, and X. Munoz. Representing shape with a spatial pyramid kernel. In ICIVR, 2007.
    • (2007) ICIVR
    • Bosch, A.1    Zisserman, A.2    Munoz, X.3
  • 2
    • 33749268008 scopus 로고    scopus 로고
    • Generalized histogram intersection kernel for image recognition
    • Genova, Italy
    • S. Boughorbel, J.-P. Tarel, and N. Boujemaa. Generalized histogram intersection kernel for image recognition. In ICIP, Genova, Italy, 2005.
    • (2005) ICIP
    • Boughorbel, S.1    Tarel, J.-P.2    Boujemaa, N.3
  • 3
    • 0002400882 scopus 로고    scopus 로고
    • Simplified support vector decision rules
    • C. J. C. Burges. Simplified support vector decision rules. In ICML, pages 71-77, 1996.
    • (1996) ICML , pp. 71-77
    • Burges, C.J.C.1
  • 4
    • 0032594951 scopus 로고    scopus 로고
    • Support vector machines for histogram-based image classification
    • May
    • O. Chapelle, S. P. Haffner, and V. Vapnik. Support vector machines for histogram-based image classification. IEEE Trans. on Neural Networks, 10(5):1055-1064, May 1999.
    • (1999) IEEE Trans. on Neural Networks , vol.10 , Issue.5 , pp. 1055-1064
    • Chapelle, O.1    Haffner, S.P.2    Vapnik, V.3
  • 6
    • 34249753618 scopus 로고
    • Support-vector networks
    • C. Cortes and V. Vapnik. Support-vector networks. Machine Learning, 20(3):273-297, 1995.
    • (1995) Machine Learning , vol.20 , Issue.3 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 7
    • 33645146449 scopus 로고    scopus 로고
    • Histograms of oriented gradients for human detection
    • N. Dalal and B. Triggs. Histograms of oriented gradients for human detection. In CVPR, 2005.
    • (2005) CVPR
    • Dalal, N.1    Triggs, B.2
  • 8
    • 33144466753 scopus 로고    scopus 로고
    • One-shot learning of object categories
    • L. Fei-Fei, R. Fergus, and P. Perona. One-shot learning of object categories. IEEE T. PAMI, 28(4):594-611, 2006.
    • (2006) IEEE T. PAMI , vol.28 , Issue.4 , pp. 594-611
    • Fei-Fei, L.1    Fergus, R.2    Perona, P.3
  • 9
    • 51949101231 scopus 로고    scopus 로고
    • A discriminatively trained, multiscale, deformable part model
    • P. Felzenszwalb, D. McAllester, and D. Ramanan. A discriminatively trained, multiscale, deformable part model. In CVPR, 2008.
    • (2008) CVPR
    • Felzenszwalb, P.1    McAllester, D.2    Ramanan, D.3
  • 11
    • 33745855044 scopus 로고    scopus 로고
    • The pyramid match kernel: Discriminative classification with sets of image features
    • K. Grauman and T. Darrell. The pyramid match kernel: Discriminative classification with sets of image features. ICCV, 2, 2005.
    • (2005) ICCV , vol.2
    • Grauman, K.1    Darrell, T.2
  • 12
    • 0038647814 scopus 로고    scopus 로고
    • Hierarchical classification and feature reduction for fast face detection with support vector machines
    • September
    • B. Heisele, T. Serre, S. Prentice, and T. Poggio. Hierarchical classification and feature reduction for fast face detection with support vector machines. Pattern Recognition, 36:2007-2017(11), September 2003.
    • (2003) Pattern Recognition , vol.36 , Issue.11 , pp. 2007-2017
    • Heisele, B.1    Serre, T.2    Prentice, S.3    Poggio, T.4
  • 14
    • 33745789043 scopus 로고    scopus 로고
    • Building support vector machines with reduced classifier complexity
    • S. S. Keerthi, O. Chapelle, and D. DeCoste. Building support vector machines with reduced classifier complexity. JMLR, 7:1493-1515, 2006.
    • (2006) JMLR , vol.7 , pp. 1493-1515
    • Keerthi, S.S.1    Chapelle, O.2    DeCoste, D.3
  • 15
    • 33845572523 scopus 로고    scopus 로고
    • Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories
    • L. Lazebnik, C. Schmid, and J. Ponce. Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories. In CVPR, 2006.
    • (2006) CVPR
    • Lazebnik, L.1    Schmid, C.2    Ponce, J.3
  • 16
    • 33846581659 scopus 로고    scopus 로고
    • An experimental study on pedestrian classification
    • S. Munder and D. M. Gavrila. An experimental study on pedestrian classification. IEEE T. PAMI, 28(11):1863-1868, 2006.
    • (2006) IEEE T. PAMI , vol.28 , Issue.11 , pp. 1863-1868
    • Munder, S.1    Gavrila, D.M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.