메뉴 건너뛰기




Volumn 119, Issue 1, 2016, Pages 76-92

Do We Need More Training Data?

Author keywords

Mixture models; Object detection; Part models

Indexed keywords

MIXTURES; OBJECT DETECTION;

EID: 84924598740     PISSN: 09205691     EISSN: 15731405     Source Type: Journal    
DOI: 10.1007/s11263-015-0812-2     Document Type: Article
Times cited : (209)

References (33)
  • 1
    • 0030715166 scopus 로고    scopus 로고
    • Shape indexing using approximate nearest-neighbour search in high-dimensional spaces. In Computer Vision and Pattern Recognition, 1997
    • Beis, J.S., & Lowe, D.G. (1997). Shape indexing using approximate nearest-neighbour search in high-dimensional spaces. In Computer Vision and Pattern Recognition, 1997. Proceedings., 1997 IEEE Computer Society Conference on IEEE (pp. 1000–1006).
    • (1997) Proceedings., 1997 IEEE Computer Society Conference on IEEE , pp. 1000-1006
    • Beis, J.S.1    Lowe, D.G.2
  • 2
    • 51949090223 scopus 로고    scopus 로고
    • In defense of nearest-neighbor based image classification. In Computer Vision and Pattern Recognition, 2008. CVPR 2008
    • Boiman, O., Shechtman, E., & Irani, M. (2008). In defense of nearest-neighbor based image classification. In Computer Vision and Pattern Recognition, 2008. CVPR 2008. IEEE Conference on IEEE (pp. 1–8).
    • (2008) IEEE Conference on IEEE , pp. 1-8
    • Boiman, O.1    Shechtman, E.2    Irani, M.3
  • 3
    • 50649101132 scopus 로고    scopus 로고
    • Image classification using random forests and ferns. In Computer Vision, 2007. ICCV 2007
    • Bosch, A., Zisserman, A., & Muoz, X. (2007). Image classification using random forests and ferns. In Computer Vision, 2007. ICCV 2007. IEEE 11th International Conference on IEEE (pp. 1–8).
    • (2007) IEEE 11th International Conference on IEEE , pp. 1-8
    • Bosch, A.1    Zisserman, A.2    Muoz, X.3
  • 5
    • 79955702502 scopus 로고    scopus 로고
    • Chang, C., & Lin, C. ACM Transactions on Intelligent Systems and Technology, 2(27), 1–27:27, software
    • Chang, C., & Lin, C. (2011). LIBSVM: A library for support vector machines. ACM Transactions on Intelligent Systems and Technology, 2(27), 1–27:27, software http://www.csie.ntu.edu.tw/~cjlin/libsvm.
    • (2011) LIBSVM: A library for support vector machines.
  • 6
    • 33645146449 scopus 로고    scopus 로고
    • Histograms of oriented gradients for human detection
    • Dalal, N., & Triggs, B. (2005). Histograms of oriented gradients for human detection. In CVPR 2005.
    • (2005) In CVPR , pp. 2005
    • Dalal, N.1    Triggs, B.2
  • 7
    • 84975871734 scopus 로고    scopus 로고
    • Deng, J., Berg, A., Li, K., & Fei-Fei, L. In International Conference on Computer Vision
    • Deng, J., Berg, A., Li, K., & Fei-Fei, L. (2010). What does classifying more than 10,000 image categories tell us?. In International Conference on Computer Vision.
    • (2010) What does classifying more than 10,000 image categories tell us?.
  • 10
    • 84883354585 scopus 로고    scopus 로고
    • Distance transforms of sampled functions
    • Felzenszwalb, P., & Huttenlocher, D. (2012). Distance transforms of sampled functions. Theory of Computing, 8(1), 415–428.
    • (2012) Theory of Computing , vol.8 , Issue.1 , pp. 415-428
    • Felzenszwalb, P.1    Huttenlocher, D.2
  • 11
    • 77955422240 scopus 로고    scopus 로고
    • Object detection with discriminatively trained part-based models
    • Felzenszwalb, P., Girshick, R., McAllester, D., & Ramanan, D. (2010). Object detection with discriminatively trained part-based models. IEEE TPAMI, 32(9), 1627–1645.
    • (2010) IEEE TPAMI , vol.32 , Issue.9 , pp. 1627-1645
    • Felzenszwalb, P.1    Girshick, R.2    McAllester, D.3    Ramanan, D.4
  • 14
  • 15
    • 51949088643 scopus 로고    scopus 로고
    • Im2gps: Estimating geographic information from a single image. In Computer Vision and Pattern Recognition, 2008. CVPR 2008
    • Hays, J., & Efros, A.A. (2008). Im2gps: Estimating geographic information from a single image. In Computer Vision and Pattern Recognition, 2008. CVPR 2008. IEEE Conference on IEEE (pp. 1–8).
    • (2008) IEEE Conference on IEEE , pp. 1-8
    • Hays, J.1    Efros, A.A.2
  • 16
    • 84867841321 scopus 로고    scopus 로고
    • Hoiem, D., Chodpathumwan. Y., & Dai, Q. In Computer Vision ECCV 2012 (Vol. 7574, pp. 340–353). Berlin: Springer
    • Hoiem, D., Chodpathumwan. Y., & Dai, Q. (2012). Diagnosing error in object detectors. In Computer Vision ECCV 2012 (Vol. 7574, pp. 340–353). Berlin: Springer.
    • (2012) Diagnosing error in object detectors.
  • 20
    • 0033281518 scopus 로고    scopus 로고
    • Some pac-bayesian theorems
    • McAllester, D. A. (1999). Some pac-bayesian theorems. Machine Learning, 37(3), 355–363.
    • (1999) Machine Learning , vol.37 , Issue.3 , pp. 355-363
    • McAllester, D.A.1
  • 31
    • 35348869458 scopus 로고    scopus 로고
    • Robust truncated hinge loss support vector machines
    • Wu, Y., & Liu, Y. (2007). Robust truncated hinge loss support vector machines. Journal of the American Statistical Association, 102(479), 974–983.
    • (2007) Journal of the American Statistical Association , vol.102 , Issue.479 , pp. 974-983
    • Wu, Y.1    Liu, Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.