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Volumn , Issue , 2015, Pages

Experimental study of unsupervised feature learning for HEp-2 cell images clustering

Author keywords

Bag of words model; deep learning models; HEp 2 cell images; unsupervised feature learning

Indexed keywords

AUTOMATION; INFORMATION RETRIEVAL; MACHINE LEARNING;

EID: 84922496338     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/DICTA.2014.7008108     Document Type: Conference Paper
Times cited : (2)

References (18)
  • 1
    • 77955462255 scopus 로고    scopus 로고
    • Ana screening: An old test with new recommendations
    • P. L. Meroni and P. H. Schur, "Ana screening: an old test with new recommendations," Annals of the rheumatic diseases, vol. 69, no. 8, pp. 1420-1422, 2010.
    • (2010) Annals of the Rheumatic Diseases , vol.69 , Issue.8 , pp. 1420-1422
    • Meroni, P.L.1    Schur, P.H.2
  • 2
    • 84885138103 scopus 로고    scopus 로고
    • Benchmarking hep-2 cells classification methods
    • Oct
    • P. G. S. P. Foggia, P. and M. Vento, "Benchmarking hep-2 cells classification methods," Medical Imaging, IEEE Transactions on, vol. 32, no. 10, pp. 1878-1889, Oct 2013.
    • (2013) Medical Imaging, IEEE Transactions on , vol.32 , Issue.10 , pp. 1878-1889
    • Foggia, P.G.S.P.P.1    Vento, M.2
  • 3
    • 84907421490 scopus 로고    scopus 로고
    • Pattern recognition in stained hep-2 cells: Where are we now?
    • P. Foggia, G. Percannella, A. Saggese, and M. Vento, "Pattern recognition in stained hep-2 cells: Where are we now?" Pattern Recognition, vol. 47, no. 7, pp. 2305-2314, 2014.
    • (2014) Pattern Recognition , vol.47 , Issue.7 , pp. 2305-2314
    • Foggia, P.1    Percannella, G.2    Saggese, A.3    Vento, M.4
  • 4
    • 79551480483 scopus 로고    scopus 로고
    • Stacked denoising autoencoders: Learning useful representations in a deep network with a local denoising criterion
    • P. Vincent, H. Larochelle, I. Lajoie, Y. Bengio, and P.-A. Manzagol, "Stacked denoising autoencoders: Learning useful representations in a deep network with a local denoising criterion," The Journal of Machine Learning Research, vol. 9999, pp. 3371-3408, 2010.
    • (2010) The Journal of Machine Learning Research , vol.9999 , pp. 3371-3408
    • Vincent, P.1    Larochelle, H.2    Lajoie, I.3    Bengio, Y.4    Manzagol, P.-A.5
  • 5
    • 0000329993 scopus 로고
    • Information processing in dynamical systems: Foundations of harmony theory
    • D. E. Rumelhart, J. L. McClelland et al., Eds. Cambridge: MIT Press
    • P. Smolensky, "Information processing in dynamical systems: Foundations of harmony theory," in Parallel Distributed Processing: Volume 1: Foundations, D. E. Rumelhart, J. L. McClelland et al., Eds. Cambridge: MIT Press, 1987, pp. 194-281.
    • (1987) Parallel Distributed Processing: Volume 1: Foundations , pp. 194-281
    • Smolensky, P.1
  • 7
    • 33745805403 scopus 로고    scopus 로고
    • A fast learning algorithm for deep belief nets
    • G. E. Hinton, S. Osindero, and Y.-W. Teh, "A fast learning algorithm for deep belief nets," Neural computation, vol. 18, no. 7, pp. 1527-1554, 2006.
    • (2006) Neural Computation , vol.18 , Issue.7 , pp. 1527-1554
    • Hinton, G.E.1    Osindero, S.2    Teh, Y.-W.3
  • 8
    • 84897109203 scopus 로고    scopus 로고
    • Automatic classification of human epithelial type 2 cell indirect immunofluorescence images using cell pyramid matching
    • A. Wiliem, C. Sanderson, Y. Wong, P. Hobson, R. F. Minchin, and B. C. Lovell, "Automatic classification of human epithelial type 2 cell indirect immunofluorescence images using cell pyramid matching," Pattern Recognition, vol. 47, no. 7, pp. 2315-2324, 2014.
    • (2014) Pattern Recognition , vol.47 , Issue.7 , pp. 2315-2324
    • Wiliem, A.1    Sanderson, C.2    Wong, Y.3    Hobson, P.4    Minchin, R.F.5    Lovell, B.C.6
  • 9
    • 84897112081 scopus 로고    scopus 로고
    • Hep-2 cell pattern classification with discriminative dictionary learning
    • X. Kong, K. Li, J. Cao, Q. Yang, and L. Wenyin, "Hep-2 cell pattern classification with discriminative dictionary learning," Pattern Recognition, vol. 47, no. 7, pp. 2379-2388, 2014.
    • (2014) Pattern Recognition , vol.47 , Issue.7 , pp. 2379-2388
    • Kong, X.1    Li, K.2    Cao, J.3    Yang, Q.4    Wenyin, L.5
  • 10
    • 84897111309 scopus 로고    scopus 로고
    • Hep-2 image classification using intensity order pooling based features and bag of words
    • L. Shen, J. Lin, S. Wu, and S. Yu, "Hep-2 image classification using intensity order pooling based features and bag of words," Pattern Recognition, vol. 47, no. 7, pp. 2419-2427, 2014.
    • (2014) Pattern Recognition , vol.47 , Issue.7 , pp. 2419-2427
    • Shen, L.1    Lin, J.2    Wu, S.3    Yu, S.4
  • 11
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • D. G. Lowe, "Distinctive image features from scale-invariant keypoints," International journal of computer vision, vol. 60, no. 2, pp. 91-110, 2004.
    • (2004) International Journal of Computer Vision , vol.60 , Issue.2 , pp. 91-110
    • Lowe, D.G.1
  • 17
    • 84897107533 scopus 로고    scopus 로고
    • Hep-2 cell image classification with multiple linear descriptors
    • L. Liu and L. Wang, "Hep-2 cell image classification with multiple linear descriptors," Pattern Recognition, vol. 47, no. 7, pp. 2400-2408, 2014.
    • (2014) Pattern Recognition , vol.47 , Issue.7 , pp. 2400-2408
    • Liu, L.1    Wang, L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.