메뉴 건너뛰기




Volumn 73, Issue 10-12, 2010, Pages 1831-1839

A fast recognition framework based on extreme learning machine using hybrid object information

Author keywords

Extreme learning machine; Ferns; Object classification; Object recognition; Two dimensional PCA

Indexed keywords

DATA SETS; EXTREME LEARNING MACHINE; FAST RECOGNITION; FERNS; IMAGE REPRESENTATIONS; LEARNING SPEED; LOCAL INFORMATION; LOCAL OBJECT; OBJECT CLASSIFICATION; OBJECT INFORMATION; RELIABLE RECOGNITION; TRAINING AND TESTING; TWO-DIMENSIONAL PCA;

EID: 77952547242     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neucom.2009.11.049     Document Type: Article
Times cited : (27)

References (29)
  • 1
    • 0041940256 scopus 로고    scopus 로고
    • Object class recognition by unsupervised scale-invariant learning, in: Proceedings of International Conference on CVPR
    • R. Fergus, P. Perona, A. Zisserman, Object class recognition by unsupervised scale-invariant learning, in: Proceedings of International Conference on CVPR, 2003, pp. 264-272.
    • (2003) , pp. 264-272
    • Fergus, R.1    Perona, P.2    Zisserman, A.3
  • 2
    • 84944248013 scopus 로고    scopus 로고
    • Unsupervised learning of models for recognition, in: Proceedings of Sixth ECCV
    • M. Weber, M. Welling, P. Perona, Unsupervised learning of models for recognition, in: Proceedings of Sixth ECCV, 2000, pp. 18-32.
    • (2000) , pp. 18-32
    • Weber, M.1    Welling, M.2    Perona, P.3
  • 3
    • 4644354464 scopus 로고    scopus 로고
    • Pictorial structures for object recognition
    • Felzenszwalb P., Huttenlocher D. Pictorial structures for object recognition. IJCV 2004, 61(1):55-79.
    • (2004) IJCV , vol.61 , Issue.1 , pp. 55-79
    • Felzenszwalb, P.1    Huttenlocher, D.2
  • 4
    • 0035680116 scopus 로고    scopus 로고
    • Rapid object detection using a boosted cascade of simple features, in: Proceedings of the International Conference on CVPR
    • P. Viola, M. Jones, Rapid object detection using a boosted cascade of simple features, in: Proceedings of the International Conference on CVPR, 2001, pp. 511-518.
    • (2001) , pp. 511-518
    • Viola, P.1    Jones, M.2
  • 5
    • 84937542502 scopus 로고    scopus 로고
    • Learning sparse representation for object detection, in: Proceedings of ECCV
    • S. Agarwal, D. Roth, Learning sparse representation for object detection, in: Proceedings of ECCV, 2002, pp. 113-130.
    • (2002) , pp. 113-130
    • Agarwal, S.1    Roth, D.2
  • 6
    • 77952543981 scopus 로고    scopus 로고
    • Schiele, Combined object categorization and segmentation with an implicit shape model, in: Proceedings ECCV Workshop SL in C. Vision
    • B. Leibe, A. Leonardis, B. Schiele, Combined object categorization and segmentation with an implicit shape model, in: Proceedings ECCV Workshop SL in C. Vision, 2004, pp. 17-32.
    • (2004) , pp. 17-32
    • Leibe, A.1    Leonardis, B.2
  • 7
    • 0344983340 scopus 로고    scopus 로고
    • Detecting pedestrians using patterns and motion appearance
    • Viola P., Jones M., Snow D. Detecting pedestrians using patterns and motion appearance. IJCV 2003, 734-741.
    • (2003) IJCV , pp. 734-741
    • Viola, P.1    Jones, M.2    Snow, D.3
  • 8
    • 0345414043 scopus 로고    scopus 로고
    • Selection of scale-invariant parts for object class recognition
    • G.Y. Dorko, C. Schmid, Selection of scale-invariant parts for object class recognition, in: Proceedings of ICCV, 2003, pp. 634-640.
    • (2003) Proceedings of ICCV , pp. 634-640
    • Dorko, G.Y.1    Schmid, C.2
  • 9
    • 1542315968 scopus 로고    scopus 로고
    • Object detection using the statistics of parts
    • Schneiderman H., Kanade T. Object detection using the statistics of parts. IJCV 2004, 56(3):151-177.
    • (2004) IJCV , vol.56 , Issue.3 , pp. 151-177
    • Schneiderman, H.1    Kanade, T.2
  • 10
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • Lowe D.G. Distinctive image features from scale-invariant keypoints. IJCV 2004, 60(2):91-110.
    • (2004) IJCV , vol.60 , Issue.2 , pp. 91-110
    • Lowe, D.G.1
  • 11
    • 84944385809 scopus 로고    scopus 로고
    • An affine invariant interest point detector
    • K. Mikolajczyk, C. Shmid, An affine invariant interest point detector, in: Proceedings of ECCV, 2002, pp. 128-142.
    • (2002) Proceedings of ECCV , pp. 128-142
    • Mikolajczyk, K.1    Shmid, C.2
  • 12
    • 77952552486 scopus 로고    scopus 로고
    • Fast key point recognition using random ferns
    • PAMI, in press
    • M. Ozuysal, V. Lepetit, P. Fua, Fast key point recognition using random ferns, IEEE Trans. PAMI, in press.
    • IEEE Trans.
    • Ozuysal, M.1    Lepetit, V.2    Fua, P.3
  • 13
    • 35048877938 scopus 로고    scopus 로고
    • Weak hypothesis and boosting for generic object detection and recognition, in: Proceedings of ECCV
    • A. Opelt, M. Fussenegger, A. Pinz, P. Auer, Weak hypothesis and boosting for generic object detection and recognition, in: Proceedings of ECCV, 2004, pp. 71-84.
    • (2004) , pp. 71-84
    • Opelt, A.1    Fussenegger, M.2    Pinz, A.3    Auer, P.4
  • 14
    • 33745891802 scopus 로고    scopus 로고
    • A supervised learning framework for generic object detection in images, in: Proceedings of ICCV
    • S. Ali, M. Shah, A supervised learning framework for generic object detection in images, in: Proceedings of ICCV, 2005, pp. 1347-1354.
    • (2005) , pp. 1347-1354
    • Ali, S.1    Shah, M.2
  • 15
    • 33745903481 scopus 로고    scopus 로고
    • Extreme learning machine: theory and applications
    • Huang G.-B., Zhu Q.-Y., Siew C.-K. Extreme learning machine: theory and applications. Neurocomputing 2005, 489-501.
    • (2005) Neurocomputing , pp. 489-501
    • Huang, G.-B.1    Zhu, Q.-Y.2    Siew, C.-K.3
  • 16
    • 77952544323 scopus 로고    scopus 로고
    • Multicategory classification using an ELM for gene expression for cancer diagnosis
    • Zhang R., Huang G.-B., Sundarajan N., Saratchandran P. Multicategory classification using an ELM for gene expression for cancer diagnosis. Comput. Biol. 2007, 1:485-495.
    • (2007) Comput. Biol. , vol.1 , pp. 485-495
    • Zhang, R.1    Huang, G.-B.2    Sundarajan, N.3    Saratchandran, P.4
  • 18
    • 0031673055 scopus 로고    scopus 로고
    • Upper bound on number of hidden neurons in F.N. with arbitrary bounded nonlinear activation functions
    • Huang G.-B., Babri H.A. Upper bound on number of hidden neurons in F.N. with arbitrary bounded nonlinear activation functions. Neural Networks 1998, 224-229.
    • (1998) Neural Networks , pp. 224-229
    • Huang, G.-B.1    Babri, H.A.2
  • 19
    • 0742268833 scopus 로고    scopus 로고
    • Two-dimensional PCA: a new approach to appearance based face representation and recognition
    • Yang J., Zhang D., Frangi F., Yang J.-Y. Two-dimensional PCA: a new approach to appearance based face representation and recognition. IEEE Trans. PAMI 2004, 26(1):131-137.
    • (2004) IEEE Trans. PAMI , vol.26 , Issue.1 , pp. 131-137
    • Yang, J.1    Zhang, D.2    Frangi, F.3    Yang, J.-Y.4
  • 21
    • 77952549733 scopus 로고    scopus 로고
    • (2D)2PCA for efficient face representation and recognition, anonymous
    • D. Zhang, Z.-H. Zhou, (2D)2PCA for efficient face representation and recognition, anonymous.
    • Zhang, D.1    Zhou, Z.-H.2
  • 22
    • 70350554269 scopus 로고    scopus 로고
    • A generic moments invariant based supervised learning framework for classification using partial object information
    • Canada
    • R. Minhas, A.A. Mohammed, J. Wu, A generic moments invariant based supervised learning framework for classification using partial object information, in: Proceedings of Conference on CRV, Canada, 2009, pp. 45-52.
    • (2009) Proceedings of Conference on CRV , pp. 45-52
    • Minhas, R.1    Mohammed, A.A.2    Wu, J.3
  • 23
    • 33845573438 scopus 로고    scopus 로고
    • Incremental learning of object detectors using a visual shape alphabet, in: Proceedings of International Conference on CVPR
    • A. Opelt, A. Pinz, A. Zisserman, Incremental learning of object detectors using a visual shape alphabet, in: Proceedings of International Conference on CVPR, 2006, pp. 3-10.
    • (2006) , pp. 3-10
    • Opelt, A.1    Pinz, A.2    Zisserman, A.3
  • 24
    • 33745868940 scopus 로고    scopus 로고
    • Cippola, Contour-based learning for object detection, in: Proceedings of ICCV
    • J. Shotton, A. Blake, R. Cippola, Contour-based learning for object detection, in: Proceedings of ICCV, 2005, pp. 503-510.
    • (2005) , pp. 503-510
    • Shotton, A.1    Blake, R.2
  • 25
    • 5044224293 scopus 로고    scopus 로고
    • Sharing features: efficient boosting procedures for multiclass object detection, in: Proceedings of International Conference on CVPR
    • A. Torralba, K.P. Murphy, W.T. Freeman, Sharing features: efficient boosting procedures for multiclass object detection, in: Proceedings of International Conference on CVPR, 2004, pp. 762-769.
    • (2004) , pp. 762-769
    • Torralba, A.1    Murphy, K.P.2    Freeman, W.T.3
  • 26
    • 36048992886 scopus 로고    scopus 로고
    • General tensor discriminant analysis and gabor features for gair recognition
    • Tao D., Li X., Wu X., Maybank S.J. General tensor discriminant analysis and gabor features for gair recognition. IEEE Trans. PAMI 2007, 29(10):1700-1715.
    • (2007) IEEE Trans. PAMI , vol.29 , Issue.10 , pp. 1700-1715
    • Tao, D.1    Li, X.2    Wu, X.3    Maybank, S.J.4
  • 29
    • 27644547620 scopus 로고    scopus 로고
    • A performance evaluation of local descriptors
    • Mikolajczyk K., Schmid C. A performance evaluation of local descriptors. IEEE Trans. PAMI 2005, 27(10):1615-1630.
    • (2005) IEEE Trans. PAMI , vol.27 , Issue.10 , pp. 1615-1630
    • Mikolajczyk, K.1    Schmid, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.