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Volumn , Issue , 2012, Pages 3458-3465

SURFing the point clouds: Selective 3D spatial pyramids for category-level object recognition

Author keywords

[No Author keywords available]

Indexed keywords

3-D SHAPE; BAG OF WORDS; CLASSIFICATION ACCURACY; CODEBOOKS; DATA SETS; DEPTH IMAGE; HISTOGRAM INTERSECTION; LOCAL DESCRIPTORS; OBJECT CATEGORIES; POINT CLOUD; PYRAMID STRUCTURE; SELECTION PROCESS; SVM CLASSIFICATION; VISUAL WORD; VOLUME DECOMPOSITION; WEIGHTED SUM; WORKING VOLUME;

EID: 84866693375     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2012.6248087     Document Type: Conference Paper
Times cited : (42)

References (27)
  • 1
    • 84856645388 scopus 로고    scopus 로고
    • Fusing visual and range imaging for object class recognition
    • A. Bar-Hillel, D. Hanukaev, and D. Levi. Fusing visual and range imaging for object class recognition. In ICCV, 2011.
    • (2011) ICCV
    • Bar-Hillel, A.1    Hanukaev, D.2    Levi, D.3
  • 7
    • 84932617705 scopus 로고    scopus 로고
    • Learning generative visual models from few training examples: An incremental bayesian approach tested on 101 object categories
    • L. Fei-Fei, R. Fergus, and P. Perona. Learning generative visual models from few training examples: An incremental bayesian approach tested on 101 object categories. In CVPR, 2004.
    • (2004) CVPR
    • Fei-Fei, L.1    Fergus, R.2    Perona, P.3
  • 8
    • 0019574599 scopus 로고
    • Random sample consensus: A paradigm for model fitting with applications to image analysis and automated cartography
    • M. A. Fischler and R. C. Bolles. Random sample consensus: A paradigm for model fitting with applications to image analysis and automated cartography. Comm. ACM, 24(6):381-395, 1981.
    • (1981) Comm. ACM , vol.24 , Issue.6 , pp. 381-395
    • Fischler, M.A.1    Bolles, R.C.2
  • 9
    • 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. In ICCV, pages 1458-1465, 2005.
    • (2005) ICCV , pp. 1458-1465
    • Grauman, K.1    Darrell, T.2
  • 10
    • 77953219434 scopus 로고    scopus 로고
    • Video scene categorization by 3d hierarchical histogram matching
    • P. Gupta, S. S. Arrabolu, M. Brown, and S. Savarese. Video scene categorization by 3d hierarchical histogram matching. In ICCV, 2009.
    • (2009) ICCV
    • Gupta, P.1    Arrabolu, S.S.2    Brown, M.3    Savarese, S.4
  • 11
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multi-class support vector machines
    • C.-W. Hsu and C.-J. Lin. A comparison of methods for multi-class support vector machines. IEEE Transactions on Neural Networks, 13:415-425, 2002.
    • (2002) IEEE Transactions on Neural Networks , vol.13 , pp. 415-425
    • Hsu, C.-W.1    Lin, C.-J.2
  • 12
    • 0032685832 scopus 로고    scopus 로고
    • Using spin images for efficient-object recognition in cluttered 3D scenes
    • A. Johnson and M. Hebert. Using spin images for efficient-object recognition in cluttered 3D scenes. PAMI, 21, 1999.
    • (1999) PAMI , vol.21
    • Johnson, A.1    Hebert, M.2
  • 13
    • 78650508494 scopus 로고    scopus 로고
    • Hough transform and 3D SURF for robust three dimensional classification
    • J. Knopp, M. Prasad, G. Willems, R. Timofte, and L. Van Gool. Hough transform and 3D SURF for robust three dimensional classification. In ECCV, 2010.
    • (2010) ECCV
    • Knopp, J.1    Prasad, M.2    Willems, G.3    Timofte, R.4    Van Gool, L.5
  • 14
    • 84455168545 scopus 로고    scopus 로고
    • A large-scale hierarchical multi-view RGB-D object dataset
    • K. Lai, L. Bo, X. Ren, and D. Fox. A large-scale hierarchical multi-view RGB-D object dataset. In ICRA, 2011.
    • (2011) ICRA
    • Lai, K.1    Bo, L.2    Ren, X.3    Fox, D.4
  • 15
    • 84455201478 scopus 로고    scopus 로고
    • Sparse distance learning for object recognition combining RGB and depth information
    • K. Lai, L. Bo, X. Ren, and D. Fox. Sparse distance learning for object recognition combining RGB and depth information. In ICRA, 2011.
    • (2011) ICRA
    • Lai, K.1    Bo, L.2    Ren, X.3    Fox, D.4
  • 16
    • 33845572523 scopus 로고    scopus 로고
    • Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories
    • S. Lazebnik, C. Schmid, and J. Ponce. Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories. In CVPR, volume 2, pages 2169-2178, 2006.
    • (2006) CVPR , vol.2 , pp. 2169-2178
    • Lazebnik, S.1    Schmid, C.2    Ponce, J.3
  • 17
    • 0033284915 scopus 로고    scopus 로고
    • Object recognition from local scale-invariant features
    • September
    • D. Lowe. Object recognition from local scale-invariant features. In ICCV, September 1999.
    • (1999) ICCV
    • Lowe, D.1
  • 18
    • 85059647843 scopus 로고    scopus 로고
    • On fast surface reconstruction methods for large and noisy datasets
    • Z. C. Marton, R. B. Rusu, and M. Beetz. On fast surface reconstruction methods for large and noisy datasets. In ICRA, 2009.
    • (2009) ICRA
    • Marton, Z.C.1    Rusu, R.B.2    Beetz, M.3
  • 19
    • 33750143865 scopus 로고    scopus 로고
    • Three-dimensional model-based object recognition and segmentation in cluttered scenes
    • A. Mian, M. Bennamoun, and R. Owens. Three-dimensional model-based object recognition and segmentation in cluttered scenes. PAMI, 28, 2006.
    • (2006) PAMI , vol.28
    • Mian, A.1    Bennamoun, M.2    Owens, R.3
  • 20
    • 70450198701 scopus 로고    scopus 로고
    • Scale-dependent/invariant local 3D shape descriptors for fully automatic registration of multiple sets of range images
    • J. Novatnack and K. Nishino. Scale-dependent/invariant local 3D shape descriptors for fully automatic registration of multiple sets of range images. In ECCV, 2008.
    • (2008) ECCV
    • Novatnack, J.1    Nishino, K.2
  • 23
    • 0345414182 scopus 로고    scopus 로고
    • Video google: A text retrieval approach to object matching in videos
    • J. Sivic and A. Zisserman. Video google: A text retrieval approach to object matching in videos. In ICCV, 2003.
    • (2003) ICCV
    • Sivic, J.1    Zisserman, A.2
  • 24
    • 84856687353 scopus 로고    scopus 로고
    • Visual word disambiguation by semantic contexts
    • Y. Su and F. Jurie. Visual word disambiguation by semantic contexts. In ICCV, 2011.
    • (2011) ICCV
    • Su, Y.1    Jurie, F.2
  • 26
    • 77955426203 scopus 로고    scopus 로고
    • Evaluating color descriptors for object and scene recognition
    • K. van de Sande, T. Gevers, and C. Snoek. Evaluating color descriptors for object and scene recognition. PAMI, 32:1582-1596, 2010.
    • (2010) PAMI , vol.32 , pp. 1582-1596
    • Van De Sande, K.1    Gevers, T.2    Snoek, C.3
  • 27
    • 33846580425 scopus 로고    scopus 로고
    • Local features and kernels for classification of texture and object categories: A comprehensive study
    • J. Zhang, M. Marszalek, S. Lazebnik, and C. Schimd. Local features and kernels for classification of texture and object categories: A comprehensive study. IJCV, 73(2):213-238, 2007
    • (2007) IJCV , vol.73 , Issue.2 , pp. 213-238
    • Zhang, J.1    Marszalek, M.2    Lazebnik, S.3    Schimd, C.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.