메뉴 건너뛰기




Volumn , Issue , 2010, Pages 3509-3516

The automatic design of feature spaces for local image descriptors using an ensemble of non-linear feature extractors

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATIC COMBINATION; AUTOMATIC DESIGN; AUTOMATIC SELECTION; DESCRIPTORS; DISCRIMINATING POWER; DISTANCE METRIC LEARNING; FEATURE SPACE; FEATURE TRANSFORM; IMAGE DEFORMATION; INCREMENTAL METHOD; LOCAL DESCRIPTORS; LOCAL IMAGE DESCRIPTORS; NONLINEAR FEATURES; PUBLIC DATABASE; RESEARCH SUBJECTS; TRADE OFF; TRAINING CLASS; VISUAL CLASSIFICATION;

EID: 77955994946     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2010.5539961     Document Type: Conference Paper
Times cited : (5)

References (22)
  • 1
    • 77956006005 scopus 로고    scopus 로고
    • 7
    • http://www.cs.ucla.edu/~vedaldi/. 7
  • 2
    • 0036538619 scopus 로고    scopus 로고
    • Shape matching and object recognition using shape contexts
    • 1
    • S. Belongie, J. Malik, and J. Puzicha. Shape matching and object recognition using shape contexts. IEEE TPAMI, 24(24):509-522, 2002. 1
    • (2002) IEEE TPAMI , vol.24 , Issue.24 , pp. 509-522
    • Belongie, S.1    Malik, J.2    Puzicha, J.3
  • 3
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • 2, 3
    • L. Breiman. Random forests. Machine Learning, 45(1):5- 32, 2001. 2, 3
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 4
    • 36248986636 scopus 로고    scopus 로고
    • Flexible spatial configuration of local image features
    • December. 2
    • G. Carneiro and A. Jepson. Flexible spatial configuration of local image features. IEEE TPAMI, 29(12):2089-2104, December 2007. 2
    • (2007) IEEE TPAMI , vol.29 , Issue.12 , pp. 2089-2104
    • Carneiro, G.1    Jepson, A.2
  • 5
    • 24644496298 scopus 로고    scopus 로고
    • Local discriminant embedding and its variants
    • 3
    • H. Chen, H. Chang, and T. Liu. Local discriminant embedding and its variants. In CVPR, 2005. 3
    • (2005) CVPR
    • Chen, H.1    Chang, H.2    Liu, T.3
  • 6
    • 24644436425 scopus 로고    scopus 로고
    • Learning a similarity metric discriminatively, with application to face verification
    • 2, 3
    • S. Chopra, R. Hadsell, and Y. LeCun. Learning a similarity metric discriminatively, with application to face verification. In CVPR, 2005. 2, 3
    • (2005) CVPR
    • Chopra, S.1    Hadsell, R.2    LeCun, Y.3
  • 8
    • 0348082669 scopus 로고
    • General intensity transformations and second order invariants
    • 1
    • L. Florack, B. ter Haar Romeny, J. Koenderink, and M. Viergever. General intensity transformations and second order invariants. In SCIA, pages 338-345, 1991. 1
    • (1991) SCIA , pp. 338-345
    • Florack, L.1    Ter Haar Romeny, B.2    Koenderink, J.3    Viergever, M.4
  • 10
    • 13444286179 scopus 로고    scopus 로고
    • Locality preserving projections
    • 3
    • X. He and P. Niyogi. Locality preserving projections. In NIPS 16, 2004. 3
    • (2004) NIPS , vol.16
    • He, X.1    Niyogi, P.2
  • 11
    • 50649113227 scopus 로고    scopus 로고
    • Discriminant embedding for local image descriptors
    • 2, 6, 7, 8
    • G. Hua, M. Brown, and S. Winder. Discriminant embedding for local image descriptors. In ICCV, 2007. 2, 6, 7, 8
    • (2007) ICCV
    • Hua, G.1    Brown, M.2    Winder, S.3
  • 12
    • 5044233274 scopus 로고    scopus 로고
    • Pca-sift: A more distinctive representation for local image descriptors
    • 2
    • Y. Ke and R. Sukthankar. Pca-sift: a more distinctive representation for local image descriptors. In CVPR, pages 506- 513, 2004. 2
    • (2004) CVPR , pp. 506-513
    • Ke, Y.1    Sukthankar, R.2
  • 13
    • 0023141705 scopus 로고
    • Representation of local geometry in the visual system
    • 1
    • J. Koenderink and A. van Doorn. Representation of local geometry in the visual system. Biological Cybernetics, 55:367- 375, 1987. 1
    • (1987) Biological Cybernetics , vol.55 , pp. 367-375
    • Koenderink, J.1    Van Doorn, A.2
  • 14
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • 1, 7, 8
    • D. Lowe. Distinctive image features from scale-invariant keypoints. IJCV, 60(2):91-110, 2004. 1, 7, 8
    • (2004) IJCV , vol.60 , Issue.2 , pp. 91-110
    • Lowe, D.1
  • 15
    • 27644547620 scopus 로고    scopus 로고
    • A performance evaluation of local descriptors
    • 2, 3, 7, 8
    • K. Mikolajczyk and C. Schmid. A performance evaluation of local descriptors. IEEE TPAMI, 27(10):1615-1630, 2005. 2, 3, 7, 8
    • (2005) IEEE TPAMI , vol.27 , Issue.10 , pp. 1615-1630
    • Mikolajczyk, K.1    Schmid, C.2
  • 16
    • 24644474647 scopus 로고    scopus 로고
    • A sift descriptor with global context
    • 2
    • E. Mortensen, H. Deng, and L. Shapiro. A sift descriptor with global context. In CVPR, 2005. 2
    • (2005) CVPR
    • Mortensen, E.1    Deng, H.2    Shapiro, L.3
  • 17
    • 0031139628 scopus 로고    scopus 로고
    • Local grayvalue invariants for image retrieval
    • 1
    • C. Schmid and R. Mohr. Local grayvalue invariants for image retrieval. IEEE TPAMI, 19(5):530-535, 1997. 1
    • (1997) IEEE TPAMI , vol.19 , Issue.5 , pp. 530-535
    • Schmid, C.1    Mohr, R.2
  • 18
    • 34249086815 scopus 로고    scopus 로고
    • Dimensionality reduction of multimodal labeled data by local fisher discriminant analysis
    • 3
    • M. Sugiyama. Dimensionality reduction of multimodal labeled data by local fisher discriminant analysis. JMLR, 8:1027-1062, 2007. 3
    • (2007) JMLR , vol.8 , pp. 1027-1062
    • Sugiyama, M.1
  • 20
    • 77953218436 scopus 로고    scopus 로고
    • Learning the discriminative power- invariance trade-off
    • 1, 2
    • M. Varma and D. Ray. Learning the discriminative power- invariance trade-off. In CVPR, 2007. 1, 2
    • (2007) CVPR
    • Varma, M.1    Ray, D.2
  • 21
    • 61749090884 scopus 로고    scopus 로고
    • Distance metric learning for large margin nearest neighbor classification
    • 3
    • K. Weinberger and L. Saul. Distance metric learning for large margin nearest neighbor classification. JMLR, 10:207- 244, 2009. 3
    • (2009) JMLR , vol.10 , pp. 207-244
    • Weinberger, K.1    Saul, L.2
  • 22
    • 34948826471 scopus 로고    scopus 로고
    • Learning local image descriptors
    • 2, 5, 6, 7
    • S. Winder and M. Brown. Learning local image descriptors. In CVPR, 2007. 2, 5, 6, 7
    • (2007) CVPR
    • Winder, S.1    Brown, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.