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Volumn 6314 LNCS, Issue PART 4, 2010, Pages 127-142

Part-based feature synthesis for human detection

Author keywords

Feature selection; Human detection; Part Based Object Recognition

Indexed keywords

COMPUTER VISION; ITERATIVE METHODS; OBJECT DETECTION; OBJECT RECOGNITION; SUPPORT VECTOR MACHINES;

EID: 78149329127     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-15561-1_10     Document Type: Conference Paper
Times cited : (60)

References (37)
  • 1
    • 33645146449 scopus 로고    scopus 로고
    • Histograms of oriented gradients for human detection
    • Dalal, N., Triggs, B.: Histograms of oriented gradients for human detection. In: CVPR (2005)
    • (2005) CVPR
    • Dalal, N.1    Triggs, B.2
  • 2
    • 54249120983 scopus 로고    scopus 로고
    • A performance evaluation of single and multi-feature people detection
    • Rigoll, G. (ed.) DAGM 2008. Springer, Heidelberg
    • Wojek, C., Schiele, B.: A performance evaluation of single and multi-feature people detection. In: Rigoll, G. (ed.) DAGM 2008. LNCS, vol. 5096, pp. 82-91. Springer, Heidelberg (2008)
    • (2008) LNCS , vol.5096 , pp. 82-91
    • Wojek, C.1    Schiele, B.2
  • 3
    • 34948852777 scopus 로고    scopus 로고
    • Feature mining for image classification
    • Dollár, P., Tu, Z., Tao, H., Belongie, S.: Feature mining for image classification. In: CVPR (2007)
    • (2007) CVPR
    • Dollár, P.1    Tu, Z.2    Tao, H.3    Belongie, S.4
  • 4
    • 51949101231 scopus 로고    scopus 로고
    • A discriminatively trained, multiscale, deformable part model
    • Felzenszwalb, P., McAllester, D., Ramanan, D.: A discriminatively trained, multiscale, deformable part model. In: CVPR (2008)
    • (2008) CVPR
    • Felzenszwalb, P.1    McAllester, D.2    Ramanan, D.3
  • 5
    • 51949098112 scopus 로고    scopus 로고
    • Classification using intersection kernel support vector machines is efficient
    • Maji, S., Berg, A.C., Malik, J.: Classification using intersection kernel support vector machines is efficient. In: CVPR (2008)
    • (2008) CVPR
    • Maji, S.1    Berg, A.C.2    Malik, J.3
  • 6
    • 85015879350 scopus 로고    scopus 로고
    • Human detection using partial least squares analysis
    • Schwartz, W., Kembhavi, A., Harwood, D., Davis, L.: Human detection using partial least squares analysis. In: ICCV (2009)
    • (2009) ICCV
    • Schwartz, W.1    Kembhavi, A.2    Harwood, D.3    Davis, L.4
  • 9
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • Lowe, D.G.: Distinctive image features from scale-invariant keypoints. IJCV 60, 91-110 (2004)
    • (2004) IJCV , vol.60 , pp. 91-110
    • Lowe, D.G.1
  • 14
    • 84957588617 scopus 로고    scopus 로고
    • A fragment-based approach to object representation and classification
    • Arcelli, C., Cordella, L.P., Sanniti di Baja, G. (eds.) IWVF 2001. Springer, Heidelberg
    • Ullman, S., Sali, E., Vidal-Naquet, M.: A fragment-based approach to object representation and classification. In: Arcelli, C., Cordella, L.P., Sanniti di Baja, G. (eds.) IWVF 2001. LNCS, vol. 2059, p. 85. Springer, Heidelberg (2001)
    • (2001) LNCS , vol.2059 , pp. 85
    • Ullman, S.1    Sali, E.2    Vidal-Naquet, M.3
  • 15
    • 78149322456 scopus 로고    scopus 로고
    • Object recognition with informative features and linear classification
    • Vidal-Naquet, M., Ullman, S.: Object recognition with informative features and linear classification. In: ICCV
    • ICCV
    • Vidal-Naquet, M.1    Ullman, S.2
  • 16
    • 0036161259 scopus 로고    scopus 로고
    • Gene selection for cancer classification using support vector machines
    • Guyon, I., Weston, J., Barnhill, S., Vapnik, V.: Gene selection for cancer classification using support vector machines. Machine Learning 46 (2002)
    • (2002) Machine Learning , vol.46
    • Guyon, I.1    Weston, J.2    Barnhill, S.3    Vapnik, V.4
  • 17
    • 0033281701 scopus 로고    scopus 로고
    • Improved boosting using confidence-rated predictions
    • Schapire, R.E., Singer, Y.: Improved boosting using confidence-rated predictions. Machine Learning 37, 297-336 (1999)
    • (1999) Machine Learning , vol.37 , pp. 297-336
    • Schapire, R.E.1    Singer, Y.2
  • 18
    • 12244300139 scopus 로고    scopus 로고
    • Column-generation boosting methods for mixture of kernels
    • Bi, J., Zhang, T., Bennett, K.P.: Column-generation boosting methods for mixture of kernels. In: KDD (2004)
    • (2004) KDD
    • Bi, J.1    Zhang, T.2    Bennett, K.P.3
  • 19
    • 0041940256 scopus 로고    scopus 로고
    • Object class recognition by unsupervised scale invariant learning
    • Fergus, R., Perona, P., Zisserman, A.: Object class recognition by unsupervised scale invariant learning. In: CVPR (2003)
    • (2003) CVPR
    • Fergus, R.1    Perona, P.2    Zisserman, A.3
  • 20
    • 56749096311 scopus 로고    scopus 로고
    • Unsupervised classification and part localization by consistency amplification
    • Forsyth, D., Torr, P., Zisserman, A. (eds.) ECCV 2008, Part II. Springer, Heidelberg
    • Karlinsky, L., Dinerstein, M., Levi, D., Ullman, S.: Unsupervised classification and part localization by consistency amplification. In: Forsyth, D., Torr, P., Zisserman, A. (eds.) ECCV 2008, Part II. LNCS, vol. 5303, pp. 321-335. Springer, Heidelberg (2008)
    • (2008) LNCS , vol.5303 , pp. 321-335
    • Karlinsky, L.1    Dinerstein, M.2    Levi, D.3    Ullman, S.4
  • 21
    • 39749094395 scopus 로고    scopus 로고
    • Efficient learning of relational object class models
    • Bar-Hillel, A., Weinshall, D.: Efficient learning of relational object class models. IJCV (2008)
    • (2008) IJCV
    • Bar-Hillel, A.1    Weinshall, D.2
  • 24
    • 51949088207 scopus 로고    scopus 로고
    • Visual classification by a hierarchy of extended fragments
    • Ponce, J., Hebert, M., Schmid, C., Zisserman, A. (eds.) Toward Category-Level Object Recognition. Springer, Heidelberg
    • Ullman, S., Epshtein, B.: Visual classification by a hierarchy of extended fragments. In: Ponce, J., Hebert, M., Schmid, C., Zisserman, A. (eds.) Toward Category-Level Object Recognition. LNCS, vol. 4170, pp. 321-344. Springer, Heidelberg (2006)
    • (2006) LNCS , vol.4170 , pp. 321-344
    • Ullman, S.1    Epshtein, B.2
  • 26
    • 10444280144 scopus 로고    scopus 로고
    • An extensive comparison of recent classification tools applied to microarray data
    • Lee, J.W., Lee, J.B., Park, M., Sonq, S.H.: An extensive comparison of recent classification tools applied to microarray data. Computational statistics and Data Analysis 48(4), 869-885 (2005)
    • (2005) Computational Statistics and Data Analysis , vol.48 , Issue.4 , pp. 869-885
    • Lee, J.W.1    Lee, J.B.2    Park, M.3    Sonq, S.H.4
  • 27
    • 84890447445 scopus 로고    scopus 로고
    • Variable selection using svm-based criteria
    • Rakotomamonjy, A.: Variable selection using svm-based criteria. JMLR, 1357-1370 (2003)
    • (2003) JMLR , pp. 1357-1370
    • Rakotomamonjy, A.1
  • 28
    • 84890520049 scopus 로고    scopus 로고
    • Use of the zero norm with linear models and kernel methods
    • Weston, J., Elisseeff, A., Schoelkopf, B., Tipping, M.: Use of the zero norm with linear models and kernel methods. JMLR 3, 1439-1461 (2003)
    • (2003) JMLR , vol.3 , pp. 1439-1461
    • Weston, J.1    Elisseeff, A.2    Schoelkopf, B.3    Tipping, M.4
  • 29
    • 1942418470 scopus 로고    scopus 로고
    • Grafting: Fast incremental feature selection by gradient descent in function space
    • Perkins, S., Lacker, K., Theiler, J.: Grafting: Fast incremental feature selection by gradient descent in function space. JMLR 3
    • JMLR , vol.3
    • Perkins, S.1    Lacker, K.2    Theiler, J.3
  • 31
    • 33745882975 scopus 로고    scopus 로고
    • Improved feature selection algorithm based on svm and correlation
    • Xie, Z.X., Hu, Q.H., Yu, D.R.: Improved feature selection algorithm based on svm and correlation. In: NIPS, pp. 1373-1380 (2006)
    • (2006) NIPS , pp. 1373-1380
    • Xie, Z.X.1    Hu, Q.H.2    Yu, D.R.3
  • 34
    • 0001615258 scopus 로고    scopus 로고
    • Uniqueness of the svm solution
    • Burges, J., Crisp, D.: Uniqueness of the svm solution. In: NIPS (1999)
    • (1999) NIPS
    • Burges, J.1    Crisp, D.2
  • 36
  • 37
    • 51749088353 scopus 로고    scopus 로고
    • Agnostic learning vs. prior knowledge challenge
    • Guyon, I., Saffari, A., Dror, G., Cawley, G.C.: Agnostic learning vs. prior knowledge challenge. In: IJCNN (2007)
    • (2007) IJCNN
    • Guyon, I.1    Saffari, A.2    Dror, G.3    Cawley, G.C.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.