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Volumn 82, Issue , 2016, Pages 12-22

HEp-2 staining pattern recognition at cell and specimen levels: Datasets, algorithms and results

Author keywords

ANA test; Computer aided diagnoses; HEp 2 cells

Indexed keywords

CELLS; COLLAGEN; COMPUTER AIDED DIAGNOSIS; CYTOLOGY; DIAGNOSIS; FLUORESCENCE; MUSCULOSKELETAL SYSTEM; PATTERN RECOGNITION SYSTEMS;

EID: 84995646098     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patrec.2016.07.013     Document Type: Article
Times cited : (34)

References (37)
  • 1
    • 84884487209 scopus 로고    scopus 로고
    • Computer Analysis of Images and Patterns: 15th International Conference, CAIP 2013, York, UK, August 27–29, 2013, Proceedings, Part I
    • Springer Berlin Heidelberg Berlin, Heidelberg
    • [1] Banerjee, A., Maji, P., Computer Analysis of Images and Patterns: 15th International Conference, CAIP 2013, York, UK, August 27–29, 2013, Proceedings, Part I. 2013, Springer Berlin Heidelberg, Berlin, Heidelberg, 523–530, 10.1007/978-3-642-40261-6_63.
    • (2013) , pp. 523-530
    • Banerjee, A.1    Maji, P.2
  • 4
    • 84995611046 scopus 로고    scopus 로고
    • Accurate HEp-2 cell classification based on sparse coding of superpixels
    • [4] Ensafi, S., Lu, S., Kassim, A.A., Tan, C.L., Accurate HEp-2 cell classification based on sparse coding of superpixels. Pattern Recogn. Lett., this issue, 2016.
    • (2016) Pattern Recogn. Lett.
    • Ensafi, S.1    Lu, S.2    Kassim, A.A.3    Tan, C.L.4
  • 5
    • 84907421490 scopus 로고    scopus 로고
    • Pattern recognition in stained HEp-2 cells: where are we now?
    • [5] Foggia, P., Percannella, G., Saggese, A., Vento, M., Pattern recognition in stained HEp-2 cells: where are we now?. Pattern Recogn. 47:7 (2014), 2305–2314 http://dx.doi.org/10.1016/j.patcog.2014.01.010.
    • (2014) Pattern Recogn. , vol.47 , Issue.7 , pp. 2305-2314
    • Foggia, P.1    Percannella, G.2    Saggese, A.3    Vento, M.4
  • 6
    • 84885138103 scopus 로고    scopus 로고
    • Benchmarking HEp-2 cells classification methods
    • [6] Foggia, P., Percannella, G., Soda, P., Vento, M., Benchmarking HEp-2 cells classification methods. IEEE Trans. Med. Imaging 32:10 (2013), 1878–1889, 10.1109/TMI.2013.2268163.
    • (2013) IEEE Trans. Med. Imaging , vol.32 , Issue.10 , pp. 1878-1889
    • Foggia, P.1    Percannella, G.2    Soda, P.3    Vento, M.4
  • 8
    • 84973161022 scopus 로고    scopus 로고
    • Cell image classification by a scale and rotation invariant dense local descriptor
    • [8] Gragnaniello, D., Sansone, C., Verdoliva, L., Cell image classification by a scale and rotation invariant dense local descriptor. Pattern Recogn. Lett., this issue, 2016.
    • (2016) Pattern Recogn. Lett.
    • Gragnaniello, D.1    Sansone, C.2    Verdoliva, L.3
  • 9
    • 84995559843 scopus 로고    scopus 로고
    • Integration of spatial and orientation contexts in local ternary patterns for HEp-2 cell classification
    • [9] Han, X.-H., Chen, Y.-W., Xu, G., Integration of spatial and orientation contexts in local ternary patterns for HEp-2 cell classification. Pattern Recogn. Lett., this issue, 2016.
    • (2016) Pattern Recogn. Lett.
    • Han, X.-H.1    Chen, Y.-W.2    Xu, G.3
  • 10
    • 84919934897 scopus 로고    scopus 로고
    • Classifying anti-nuclear antibodies HEp-2 images: a benchmarking platform
    • [10] Hobson, P., Lovell, B., Percannella, G., Vento, M., Wiliem, A., Classifying anti-nuclear antibodies HEp-2 images: a benchmarking platform. IEEE ICPR 2014, 2014, 3233–3238, 10.1109/ICPR.2014.557.
    • (2014) IEEE ICPR 2014 , pp. 3233-3238
    • Hobson, P.1    Lovell, B.2    Percannella, G.3    Vento, M.4    Wiliem, A.5
  • 12
    • 84939614531 scopus 로고    scopus 로고
    • Benchmarking human epithelial type 2 interphase cells classification methods on a very large dataset
    • [12] 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 http://dx.doi.org/10.1016/j.artmed.2015.08.001.
    • (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
  • 16
    • 84862815971 scopus 로고    scopus 로고
    • Extended local binary patterns for texture classification
    • [16] Liu, L., Zhao, L., Long, Y., Kuang, G., Fieguth, P., Extended local binary patterns for texture classification. Image Vis. Comput. 30:2 (2012), 86–99 http://dx.doi.org/10.1016/j.imavis.2012.01.001.
    • (2012) Image Vis. Comput. , vol.30 , Issue.2 , pp. 86-99
    • Liu, L.1    Zhao, L.2    Long, Y.3    Kuang, G.4    Fieguth, P.5
  • 20
    • 77955462255 scopus 로고    scopus 로고
    • ANA screening: an old test with new recommendations
    • [20] Meroni, P.L., Schur, P.H., ANA screening: an old test with new recommendations. Ann. Rheum. Dis. 69:8 (2010), 1420–1422.
    • (2010) Ann. Rheum. Dis. , vol.69 , Issue.8 , pp. 1420-1422
    • Meroni, P.L.1    Schur, P.H.2
  • 21
    • 84961195136 scopus 로고    scopus 로고
    • Ensembles of dense and dense sampling descriptors for the HEp-2 cells classification problem
    • [21] Nanni, L., Lumini, A., dos Santos, F.L.C., Paci, M., Hyttinen, J., Ensembles of dense and dense sampling descriptors for the HEp-2 cells classification problem. Pattern Recogn. Lett., this issue, 2016.
    • (2016) Pattern Recogn. Lett.
    • Nanni, L.1    Lumini, A.2    dos Santos, F.L.C.3    Paci, M.4    Hyttinen, J.5
  • 22
    • 84897111566 scopus 로고    scopus 로고
    • HEp-2 cell classification using rotation invariant co-occurrence among local binary patterns
    • [22] Nosaka, R., Fukui, K., HEp-2 cell classification using rotation invariant co-occurrence among local binary patterns. Pattern Recogn. 47:7 (2014), 2428–2436, 10.1016/j.patcog.2013.09.018.
    • (2014) Pattern Recogn. , vol.47 , Issue.7 , pp. 2428-2436
    • Nosaka, R.1    Fukui, K.2
  • 23
    • 82155191344 scopus 로고    scopus 로고
    • Feature extraction based on co-occurrence of adjacent local binary patterns
    • Y.-S. Ho Springer Berlin Heidelberg
    • [23] Nosaka, R., Ohkawa, Y., Fukui, K., Feature extraction based on co-occurrence of adjacent local binary patterns. Ho, Y.-S., (eds.) Advances in Image and Video Technology Lecture Notes in Computer Science, vol. 7088, 2012, Springer Berlin Heidelberg, 82–91, 10.1007/978-3-642-25346-1_8.
    • (2012) Advances in Image and Video Technology, Lecture Notes in Computer Science , vol.7088 , pp. 82-91
    • Nosaka, R.1    Ohkawa, Y.2    Fukui, K.3
  • 24
    • 84899492155 scopus 로고    scopus 로고
    • A scalable stagewise approach to large-margin multiclass loss-based boosting
    • [24] Paisitkriangkrai, S., Shen, C., van den Hengel, A., A scalable stagewise approach to large-margin multiclass loss-based boosting. IEEE Trans. Neural Netw. Learn. Syst. 25:5 (2014), 1002–1013, 10.1109/TNNLS.2013.2282369.
    • (2014) IEEE Trans. Neural Netw. Learn. Syst. , vol.25 , Issue.5 , pp. 1002-1013
    • Paisitkriangkrai, S.1    Shen, C.2    van den Hengel, A.3
  • 26
    • 84964329259 scopus 로고    scopus 로고
    • Classification of ana HEp-2 slide images using morphological features of stained patterns
    • [26] Ponomarev, G.V., Kazanov, M.D., Classification of ana HEp-2 slide images using morphological features of stained patterns. Pattern Recogn. Lett., this issue, 2016.
    • (2016) Pattern Recogn. Lett.
    • Ponomarev, G.V.1    Kazanov, M.D.2
  • 27
    • 84955516637 scopus 로고    scopus 로고
    • HEp-2 cell classification: the role of gaussian scale space theory as a pre-processing approach
    • [27] Qi, X., Zhao, G., Chen, J., Pietikainen, M., HEp-2 cell classification: the role of gaussian scale space theory as a pre-processing approach. Pattern Recogn. Lett., this issue, 2016.
    • (2016) Pattern Recogn. Lett.
    • Qi, X.1    Zhao, G.2    Chen, J.3    Pietikainen, M.4
  • 28
    • 84995664411 scopus 로고    scopus 로고
    • LOAD: local orientation adaptive descriptor for texture and material classification
    • [28] Qi, X., Zhao, G., Shen, L., Li, Q., Pietikäinen, M., LOAD: local orientation adaptive descriptor for texture and material classification. CoRR, abs/1504.05809, 2015.
    • (2015) CoRR
    • Qi, X.1    Zhao, G.2    Shen, L.3    Li, Q.4    Pietikäinen, M.5
  • 29
    • 79958842177 scopus 로고    scopus 로고
    • Plbp: An effective local binary patterns texture descriptor with pyramid representation
    • [29] Qian, X., Hua, X.-S., Chen, P., Ke, L., Plbp: An effective local binary patterns texture descriptor with pyramid representation. Pattern Recogn. 44:10–11 (2011), 2502–2515 http://dx.doi.org/10.1016/j.patcog.2011.03.029.
    • (2011) Pattern Recogn. , vol.44 , Issue.10-11 , pp. 2502-2515
    • Qian, X.1    Hua, X.-S.2    Chen, P.3    Ke, L.4
  • 30
    • 84975455082 scopus 로고    scopus 로고
    • Analyzing features by swlda for the classification of HEp-2 cell images using gmm
    • [30] Sarrafzadeh, O., Rabbani, H., Dehnavi, A.M., Analyzing features by swlda for the classification of HEp-2 cell images using gmm. Pattern Recogn. Lett., this issue, 2016.
    • (2016) Pattern Recogn. Lett.
    • Sarrafzadeh, O.1    Rabbani, H.2    Dehnavi, A.M.3
  • 36
    • 84898491362 scopus 로고    scopus 로고
    • Texture classification using a linear configuration model based descriptor
    • BMVA Press
    • [36] Yimo Guo, G.Z., Pietikinen, M., Texture classification using a linear configuration model based descriptor. Proceedings of the British Machine Vision Conference, 2011, BMVA Press, 119.1–119.10 http://dx.doi.org/10.5244/C.25.119.
    • (2011) Proceedings of the British Machine Vision Conference , pp. 119.1-119.10
    • Yimo Guo, G.Z.1    Pietikinen, M.2
  • 37
    • 0010307825 scopus 로고
    • Graphics Gems iv
    • Academic Press Professional, Inc. San Diego, CA, USA
    • [37] Zuiderveld, K., Graphics Gems iv. 1994, Academic Press Professional, Inc., San Diego, CA, USA, 474–485.
    • (1994) , pp. 474-485
    • Zuiderveld, K.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.