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Volumn 8690 LNCS, Issue PART 2, 2014, Pages 552-567

Growing regression forests by classification: Applications to object pose estimation

Author keywords

Direction Estimation; Pose Estimation; Random Forest; Regression Tree

Indexed keywords

DECISION TREES; FORESTRY; IMAGE RECOGNITION;

EID: 84906494626     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-319-10605-2_36     Document Type: Conference Paper
Times cited : (63)

References (33)
  • 1
    • 84867884146 scopus 로고    scopus 로고
    • People Orientation Recognition by Mixtures of Wrapped Distributions on Random Trees
    • Fitzgibbon, A., Lazebnik, S., Perona, P., Sato, Y., Schmid, C. (eds.) ECCV 2012, Part V. Springer, Heidelberg
    • Baltieri, D., Vezzani, R., Cucchiara, R.: People Orientation Recognition by Mixtures of Wrapped Distributions on Random Trees. In: Fitzgibbon, A., Lazebnik, S., Perona, P., Sato, Y., Schmid, C. (eds.) ECCV 2012, Part V. LNCS, vol. 7576, pp. 270-283. Springer, Heidelberg (2012)
    • (2012) LNCS , vol.7576 , pp. 270-283
    • Baltieri, D.1    Vezzani, R.2    Cucchiara, R.3
  • 2
    • 34948844078 scopus 로고    scopus 로고
    • Fast Human Pose Estimation using Appearance and Motion via Multi-dimensional Boosting Regression
    • Bissacco, A., Yang, M.H., Soatto, S.: Fast Human Pose Estimation using Appearance and Motion via Multi-dimensional Boosting Regression. In: CVPR (2007)
    • (2007) CVPR
    • Bissacco, A.1    Yang, M.H.2    Soatto, S.3
  • 5
    • 84866676279 scopus 로고    scopus 로고
    • Face alignment by Explicit Shape Regression
    • Cao, X., Wei, Y., Wen, F., Sun, J.: Face alignment by Explicit Shape Regression. In: CVPR (2012)
    • (2012) CVPR
    • Cao, X.1    Wei, Y.2    Wen, F.3    Sun, J.4
  • 7
    • 0026135919 scopus 로고
    • Optimal Partitioning for Classification and Regression Trees
    • Chou, P.A.: Optimal Partitioning for Classification and Regression Trees. PAMI (1991)
    • (1991) PAMI
    • Chou, P.A.1
  • 10
    • 84866706750 scopus 로고    scopus 로고
    • Real-time Facial Feature Detection using Conditional Regression Forests
    • Dantone, M., Gall, J., Fanelli, G., Van Gool, L.: Real-time Facial Feature Detection using Conditional Regression Forests. In: CVPR (2012)
    • (2012) CVPR
    • Dantone, M.1    Gall, J.2    Fanelli, G.3    Van Gool, L.4
  • 11
    • 0242456787 scopus 로고    scopus 로고
    • Secret: A scalable linear regression tree algorithm
    • Dobra, A., Gehrke, J.: Secret: A scalable linear regression tree algorithm. In: SIGKDD (2002)
    • (2002) SIGKDD
    • Dobra, A.1    Gehrke, J.2
  • 13
    • 84887373554 scopus 로고    scopus 로고
    • Class Generative Models based on Feature Regression for Pose Estimation of Object Categories
    • Fenzi, M., Leal-Taixé, L., Rosenhahn, B., Ostermann, J.: Class Generative Models based on Feature Regression for Pose Estimation of Object Categories. In: CVPR (2013)
    • (2013) CVPR
    • Fenzi, M.1    Leal-Taixé, L.2    Rosenhahn, B.3    Ostermann, J.4
  • 16
    • 33746099118 scopus 로고    scopus 로고
    • Estimating Face Orientation from Robust Detection of Salient Facial Structures
    • Gourier, N., Hall, D., Crowley, J.L.: Estimating Face Orientation from Robust Detection of Salient Facial Structures. In: ICPRW (2004)
    • (2004) ICPRW
    • Gourier, N.1    Hall, D.2    Crowley, J.L.3
  • 17
    • 84866662466 scopus 로고    scopus 로고
    • On partial least squares in head pose estimation: How to simultaneously deal with misalignment
    • Haj, M.A., Gonzàlez, J., Davis, L.S.: On partial least squares in head pose estimation: How to simultaneously deal with misalignment. In: CVPR (2012)
    • (2012) CVPR
    • Haj, M.A.1    Gonzàlez, J.2    Davis, L.S.3
  • 18
    • 84887356696 scopus 로고    scopus 로고
    • Computationally Efficient Regression on a Dependency Graph for Human Pose Estimation
    • Hara, K., Chellappa, R.: Computationally Efficient Regression on a Dependency Graph for Human Pose Estimation. In: CVPR (2013)
    • (2013) CVPR
    • Hara, K.1    Chellappa, R.2
  • 20
    • 78149474450 scopus 로고    scopus 로고
    • Head Pose Estimation Based on Random Forests for Multiclass Classification
    • Huang, C., Ding, X., Fang, C.: Head Pose Estimation Based on Random Forests for Multiclass Classification. In: ICPR (2010)
    • (2010) ICPR
    • Huang, C.1    Ding, X.2    Fang, C.3
  • 21
    • 0017547221 scopus 로고
    • A Bayesian Comparison of Different Classes of Dynamic Models Using Empirical Data
    • Kashyap, R.L.: A Bayesian Comparison of Different Classes of Dynamic Models Using Empirical Data. IEEE Trans. on Automatic Control (1977)
    • (1977) IEEE Trans. on Automatic Control
    • Kashyap, R.L.1
  • 23
    • 84898915145 scopus 로고    scopus 로고
    • Head Pose Classification in Crowded Scenes
    • Orozco, J., Gong, S., Xiang, T.: Head Pose Classification in Crowded Scenes. In: BMVC (2009)
    • (2009) BMVC
    • Orozco, J.1    Gong, S.2    Xiang, T.3
  • 24
    • 70450186986 scopus 로고    scopus 로고
    • Pose Estimation for Category Specific Multiview Object Localization
    • Ozuysal, M., Lepetit, V., Fua, P.: Pose Estimation for Category Specific Multiview Object Localization. In: CVPR (2009)
    • (2009) CVPR
    • Ozuysal, M.1    Lepetit, V.2    Fua, P.3
  • 25
    • 0001820920 scopus 로고    scopus 로고
    • X-means: Extending K-means with Efficient Estimation of the Number of Clusters
    • Pelleg, D., Moore, A.: X-means: Extending K-means with Efficient Estimation of the Number of Clusters. In: ICML (2000)
    • (2000) ICML
    • Pelleg, D.1    Moore, A.2
  • 26
    • 0038259120 scopus 로고    scopus 로고
    • Kernel Partial Least Squares Regression in Reproducing Kernel Hilbert Space
    • Rosipal, R., Trejo, L.J.: Kernel Partial Least Squares Regression in Reproducing Kernel Hilbert Space. JMLR (2001)
    • (2001) JMLR
    • Rosipal, R.1    Trejo, L.J.2
  • 28
    • 84866654638 scopus 로고    scopus 로고
    • Conditional Regression Forests for Human Pose Estimation
    • Sun, M., Kohli, P., Shotton, J.: Conditional Regression Forests for Human Pose Estimation. In: CVPR (2012)
    • (2012) CVPR
    • Sun, M.1    Kohli, P.2    Shotton, J.3
  • 30
    • 84856635908 scopus 로고    scopus 로고
    • Regression from local features for viewpoint and pose estimation
    • Torki, M., Elgammal, A.: Regression from local features for viewpoint and pose estimation. In: ICCV (2011)
    • (2011) ICCV
    • Torki, M.1    Elgammal, A.2
  • 33
    • 84898794231 scopus 로고    scopus 로고
    • No matter where you are: Flexible graph-guided multi-task learning for multi-view head pose classification under target motion
    • Yan, Y., Ricci, E., Subramanian, R., Lanz, O., Sebe, N.: No matter where you are: Flexible graph-guided multi-task learning for multi-view head pose classification under target motion. ICCV (2013)
    • (2013) ICCV
    • Yan, Y.1    Ricci, E.2    Subramanian, R.3    Lanz, O.4    Sebe, N.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.