메뉴 건너뛰기




Volumn 82, Issue , 2016, Pages 36-43

HEp-2 cell classification: The role of Gaussian Scale Space Theory as a pre-processing approach

Author keywords

Gaussian scale space; HEp 2 cell classification; Image pre processing

Indexed keywords

CELLS; CLASSIFICATION (OF INFORMATION); CYTOLOGY; FLUORESCENCE; GAUSSIAN DISTRIBUTION; PATTERN RECOGNITION; PROCESSING;

EID: 84955516637     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patrec.2015.12.011     Document Type: Article
Times cited : (15)

References (42)
  • 2
    • 84907421490 scopus 로고    scopus 로고
    • Pattern recognition in stained hep-2 cells: where are we now?
    • [2] Foggia, P., Percannella, G., Saggese, A., Vento, M., Pattern recognition in stained hep-2 cells: where are we now?. Pattern Recognit. 47:7 (2014), 2305–2314.
    • (2014) Pattern Recognit. , vol.47 , Issue.7 , pp. 2305-2314
    • Foggia, P.1    Percannella, G.2    Saggese, A.3    Vento, M.4
  • 5
    • 84939614531 scopus 로고    scopus 로고
    • Benchmarking human epithelial type 2 interphase cells classification methods on a very large dataset
    • [5] Hobson, P., Lovell, B.C., Percannella, G., Vento, M., Wiliem, A., Benchmarking human epithelial type 2 interphase cells classification methods on a very large dataset. Artif. Intell. Med. 65:3 (2015), 239–250.
    • (2015) Artif. Intell. Med. , vol.65 , Issue.3 , pp. 239-250
    • Hobson, P.1    Lovell, B.C.2    Percannella, G.3    Vento, M.4    Wiliem, A.5
  • 7
    • 84897115085 scopus 로고    scopus 로고
    • Ana HEp-2 cells image classification using number, size, shape and localization of targeted cell regions
    • [7] Ponomarev, G.V., Arlazarov, V.L., Gelfand, M.S., Kazanov, M.D., Ana HEp-2 cells image classification using number, size, shape and localization of targeted cell regions. Pattern Recognit. 47:7 (2014), 2360–2366.
    • (2014) Pattern Recognit. , vol.47 , Issue.7 , pp. 2360-2366
    • Ponomarev, G.V.1    Arlazarov, V.L.2    Gelfand, M.S.3    Kazanov, M.D.4
  • 11
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • [11] Lowe, D.G., Distinctive image features from scale-invariant keypoints. Int. J. Comput. Vis. 60:2 (2004), 91–110.
    • (2004) Int. J. Comput. Vis. , vol.60 , Issue.2 , pp. 91-110
    • Lowe, D.G.1
  • 12
    • 0036647193 scopus 로고    scopus 로고
    • Multiresolution gray-scale and rotation invariant texture classification with local binary patterns
    • [12] Ojala, T., Pietikäinen, M., Maenpaa, T., Multiresolution gray-scale and rotation invariant texture classification with local binary patterns. IEEE Trans. Pattern Anal. Mach. Intell. 24:7 (2002), 971–987.
    • (2002) IEEE Trans. Pattern Anal. Mach. Intell. , vol.24 , Issue.7 , pp. 971-987
    • Ojala, T.1    Pietikäinen, M.2    Maenpaa, T.3
  • 14
    • 84897111566 scopus 로고    scopus 로고
    • HEp-2 cell classification using rotation invariant co-occurrence among local binary patterns
    • [14] Nosaka, R., Fukui, K., HEp-2 cell classification using rotation invariant co-occurrence among local binary patterns. Pattern Recognit. 47:7 (2014), 2428–2436.
    • (2014) Pattern Recognit. , vol.47 , Issue.7 , pp. 2428-2436
    • Nosaka, R.1    Fukui, K.2
  • 15
    • 84903773823 scopus 로고    scopus 로고
    • HEp-2 cell classification using shape index histograms with donut-shaped spatial pooling.
    • [15] Larsen, A., Vestergaard, J., Larsen, R., HEp-2 cell classification using shape index histograms with donut-shaped spatial pooling. IEEE Trans. Med. Imaging 33:7 (2014), 1573–1580.
    • (2014) IEEE Trans. Med. Imaging , vol.33 , Issue.7 , pp. 1573-1580
    • Larsen, A.1    Vestergaard, J.2    Larsen, R.3
  • 17
    • 84897110128 scopus 로고    scopus 로고
    • Fisher tensors for classifying human epithelial cells
    • [17] Faraki, M., Harandi, M.T., Wiliem, A., Lovell, B.C., Fisher tensors for classifying human epithelial cells. Pattern Recognit. 47:7 (2014), 2348–2359.
    • (2014) Pattern Recognit. , vol.47 , Issue.7 , pp. 2348-2359
    • Faraki, M.1    Harandi, M.T.2    Wiliem, A.3    Lovell, B.C.4
  • 18
    • 34249753618 scopus 로고
    • Support-vector networks
    • [18] Cortes, C., Vapnik, V., Support-vector networks. Mach. Learn. 20:3 (1995), 273–297.
    • (1995) Mach. Learn. , vol.20 , Issue.3 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 19
    • 84897111964 scopus 로고    scopus 로고
    • Efficient K-NN based HEp-2 cells classifier
    • [19] Stoklasa, R., Majtner, T., Svoboda, D., Efficient K-NN based HEp-2 cells classifier. Pattern Recognit. 47:7 (2014), 2409–2418.
    • (2014) Pattern Recognit. , vol.47 , Issue.7 , pp. 2409-2418
    • Stoklasa, R.1    Majtner, T.2    Svoboda, D.3
  • 20
    • 77952607168 scopus 로고    scopus 로고
    • A completed modeling of local binary pattern operator for texture classification
    • [20] Guo, Z., Zhang, L., Zhang, D., A completed modeling of local binary pattern operator for texture classification. IEEE Trans. Image Process. 19:6 (2010), 1657–1663.
    • (2010) IEEE Trans. Image Process. , vol.19 , Issue.6 , pp. 1657-1663
    • Guo, Z.1    Zhang, L.2    Zhang, D.3
  • 23
    • 84897112081 scopus 로고    scopus 로고
    • HEp-2 cell pattern classification with discriminative dictionary learning
    • [23] Kong, X., Li, K., Cao, J., Yang, Q., Liu, W., HEp-2 cell pattern classification with discriminative dictionary learning. Pattern Recognit. 47:7 (2014), 2379–2388.
    • (2014) Pattern Recognit. , vol.47 , Issue.7 , pp. 2379-2388
    • Kong, X.1    Li, K.2    Cao, J.3    Yang, Q.4    Liu, W.5
  • 28
    • 0003557420 scopus 로고
    • Scale-Space Theory in Computer Vision
    • Springer Science & Business Media
    • [28] Lindeberg, T., Scale-Space Theory in Computer Vision. 1993, Springer Science & Business Media.
    • (1993)
    • Lindeberg, T.1
  • 29
    • 0000113585 scopus 로고
    • Surface shape and curvature scales
    • [29] Koenderink, J.J., van Doorn, A.J., Surface shape and curvature scales. Image Vis. Comput. 10:8 (1992), 557–564.
    • (1992) Image Vis. Comput. , vol.10 , Issue.8 , pp. 557-564
    • Koenderink, J.J.1    van Doorn, A.J.2
  • 30
    • 84953431780 scopus 로고    scopus 로고
    • Load: local orientation adaptive descriptor for texture and material classification
    • [30] Qi, X., Zhao, G., Shen, L., Li, Q., Pietikäinen, M., Load: local orientation adaptive descriptor for texture and material classification. Neurocomputing, 2016 http://www.sciencedirect.com/science/article/pii/S0925231215019396.
    • (2016) Neurocomputing
    • Qi, X.1    Zhao, G.2    Shen, L.3    Li, Q.4    Pietikäinen, M.5
  • 32
    • 84865346813 scopus 로고    scopus 로고
    • Rotationally invariant descriptors using intensity order pooling
    • [32] Fan, B., Wu, F., Hu, Z., Rotationally invariant descriptors using intensity order pooling. IEEE Trans. Pattern Anal. Mach. Intell. 34:10 (2012), 2031–2045.
    • (2012) IEEE Trans. Pattern Anal. Mach. Intell. , vol.34 , Issue.10 , pp. 2031-2045
    • Fan, B.1    Wu, F.2    Hu, Z.3
  • 37
  • 39
    • 0032203257 scopus 로고    scopus 로고
    • Gradient-based learning applied to document recognition
    • [39] LeCun, Y., Bottou, L., Bengio, Y., Haffner, P., Gradient-based learning applied to document recognition. Proc. IEEE 86:11 (1998), 2278–2324.
    • (1998) Proc. IEEE , vol.86 , Issue.11 , pp. 2278-2324
    • LeCun, Y.1    Bottou, L.2    Bengio, Y.3    Haffner, P.4
  • 42
    • 84887335924 scopus 로고    scopus 로고
    • Dense Scale Invariant Descriptors for Images and Surfaces
    • INRIA
    • [42] Kokkinos, I., Bronstein, M., Yuille, A., Dense Scale Invariant Descriptors for Images and Surfaces. Research Report, 2012, INRIA.
    • (2012) Research Report
    • Kokkinos, I.1    Bronstein, M.2    Yuille, A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.