-
1
-
-
84885138103
-
Benchmarking HEp-2 cells classification methods
-
[1] Foggia, P., Percannella, G., Soda, P., Vento, M., Benchmarking HEp-2 cells classification methods. IEEE Trans. Med. Imaging 32:10 (2013), 1878–1889.
-
(2013)
IEEE Trans. Med. Imaging
, vol.32
, Issue.10
, pp. 1878-1889
-
-
Foggia, P.1
Percannella, G.2
Soda, P.3
Vento, M.4
-
2
-
-
84907421490
-
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
-
3
-
-
84874566759
-
Contest on hep-2 cells classification
-
[3] Percannella, G., Foggia, P., Soda, P., Contest on hep-2 cells classification. Proceedings of the International Conference on Pattern Recognition, 2012.
-
(2012)
Proceedings of the International Conference on Pattern Recognition
-
-
Percannella, G.1
Foggia, P.2
Soda, P.3
-
4
-
-
84929297681
-
Competition on cells classification by fluorescent image analysis
-
[4] Hobson, P., Percannella, G., Vento, M., Wiliem, A., Competition on cells classification by fluorescent image analysis. Proceedings of the International Conference on Image Processing, 2013.
-
(2013)
Proceedings of the International Conference on Image Processing
-
-
Hobson, P.1
Percannella, G.2
Vento, M.3
Wiliem, A.4
-
5
-
-
84939614531
-
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
-
6
-
-
84987597235
-
First workshop on pattern recognition techniques for indirect immunofluorescence images
-
[6] Lovell, B., Percannella, G., Vento, M., Wiliem, A., First workshop on pattern recognition techniques for indirect immunofluorescence images. Proceedings of the International Conference on Pattern Recognition, 2014.
-
(2014)
Proceedings of the International Conference on Pattern Recognition
-
-
Lovell, B.1
Percannella, G.2
Vento, M.3
Wiliem, A.4
-
7
-
-
84897115085
-
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
-
8
-
-
84874572947
-
HEp-2 cell classification in IIF images using Shareboost
-
IEEE
-
[8] Ersoy, I., Bunyak, F., Peng, J., Palaniappan, K., HEp-2 cell classification in IIF images using Shareboost. Proceedings of the International Conference on Pattern Recognition (ICPR), 2012, IEEE, 3362–3365.
-
(2012)
Proceedings of the International Conference on Pattern Recognition (ICPR)
, pp. 3362-3365
-
-
Ersoy, I.1
Bunyak, F.2
Peng, J.3
Palaniappan, K.4
-
9
-
-
84872844428
-
HEp-2 cells classification via fusion of morphological and textural features
-
IEEE
-
[9] Theodorakopoulos, I., Kastaniotis, D., Economou, G., Fotopoulos, S., HEp-2 cells classification via fusion of morphological and textural features. Proceedings of the International Conference on Bioinformatics & Bioengineering (BIBE), 2012, IEEE, 689–694.
-
(2012)
Proceedings of the International Conference on Bioinformatics & Bioengineering (BIBE)
, pp. 689-694
-
-
Theodorakopoulos, I.1
Kastaniotis, D.2
Economou, G.3
Fotopoulos, S.4
-
10
-
-
84919457731
-
HEp-2 cell classification using multi-resolution local patterns and ensemble SVMs
-
IEEE
-
[10] Manivannan, S., Li, W., Akbar, S., Wang, R., Zhang, J., McKenna, S.J., HEp-2 cell classification using multi-resolution local patterns and ensemble SVMs. Proceedings of the First Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images (I3A), 2014, IEEE, 37–40.
-
(2014)
Proceedings of the First Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images (I3A)
, pp. 37-40
-
-
Manivannan, S.1
Li, W.2
Akbar, S.3
Wang, R.4
Zhang, J.5
McKenna, S.J.6
-
11
-
-
3042535216
-
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
-
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
-
13
-
-
0015680481
-
Textural features for image classification
-
[13] Haralick, R.M., Shanmugam, K., Dinstein, I.H., Textural features for image classification. IEEE Trans. Syst. Man Cybern.(6), 1973, 610–621.
-
(1973)
IEEE Trans. Syst. Man Cybern.
, Issue.6
, pp. 610-621
-
-
Haralick, R.M.1
Shanmugam, K.2
Dinstein, I.H.3
-
14
-
-
84897111566
-
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
-
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
-
16
-
-
24644524200
-
Visual categorization with bags of keypoints
-
[16] Csurka, G., Dance, C.R., Fan, L., Willamowski, J., Bray, C., Visual categorization with bags of keypoints. Proceedings of the Workshop on Statistical Learning in Computer Vision on European Conference on Computer Vision (ECCV), 2004, 1–22.
-
(2004)
Proceedings of the Workshop on Statistical Learning in Computer Vision on European Conference on Computer Vision (ECCV)
, pp. 1-22
-
-
Csurka, G.1
Dance, C.R.2
Fan, L.3
Willamowski, J.4
Bray, C.5
-
17
-
-
84897110128
-
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
-
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
-
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
-
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
-
21
-
-
84907853291
-
Pairwise rotation invariant co-occurrence local binary pattern
-
[21] Qi, X., Xiao, R., Li, C.-G., Qiao, Y., Guo, J., Tang, X., Pairwise rotation invariant co-occurrence local binary pattern. IEEE Trans. Pattern Anal. Mach. Intell. 36:11 (2014), 2199–2213.
-
(2014)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.36
, Issue.11
, pp. 2199-2213
-
-
Qi, X.1
Xiao, R.2
Li, C.-G.3
Qiao, Y.4
Guo, J.5
Tang, X.6
-
22
-
-
84919433668
-
HEp-2 specimen classification using multi-resolution local patterns and SVM
-
IEEE
-
[22] Manivannan, S., Li, W., Akbar, S., Wang, R., Zhang, J., McKenna, S.J., HEp-2 specimen classification using multi-resolution local patterns and SVM. Proceedings of the First Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images (I3A), 2014, IEEE, 41–44.
-
(2014)
Proceedings of the First Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images (I3A)
, pp. 41-44
-
-
Manivannan, S.1
Li, W.2
Akbar, S.3
Wang, R.4
Zhang, J.5
McKenna, S.J.6
-
23
-
-
84897112081
-
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
-
24
-
-
84904689305
-
Linear local distance coding for classification of HEp-2 staining patterns
-
IEEE
-
[24] Xu, X., Lin, F., Ng, C., Leong, K.P., Linear local distance coding for classification of HEp-2 staining patterns. Proceedings of the IEEE Winter Conference on Applications of Computer Vision (WACV), 2014, IEEE, 393–400.
-
(2014)
Proceedings of the IEEE Winter Conference on Applications of Computer Vision (WACV)
, pp. 393-400
-
-
Xu, X.1
Lin, F.2
Ng, C.3
Leong, K.P.4
-
25
-
-
84919440002
-
A bag of words based approach for classification of HEp-2 cell images
-
IEEE
-
[25] Ensafi, S., Lu, S., Kassim, A., Tan, C.L., et al. A bag of words based approach for classification of HEp-2 cell images. Proceedings of the First Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images (I3A), 2014, IEEE, 29–32.
-
(2014)
Proceedings of the First Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images (I3A)
, pp. 29-32
-
-
Ensafi, S.1
Lu, S.2
Kassim, A.3
Tan, C.L.4
-
26
-
-
84898420173
-
The devil is in the details: an evaluation of recent feature encoding methods
-
[26] Chatfield, K., Lempitsky, V., Vedaldi, A., Zisserman, A., The devil is in the details: an evaluation of recent feature encoding methods. Proceedings of the British Machine Vision Conference (BMVC), 2011, 1–12.
-
(2011)
Proceedings of the British Machine Vision Conference (BMVC)
, pp. 1-12
-
-
Chatfield, K.1
Lempitsky, V.2
Vedaldi, A.3
Zisserman, A.4
-
27
-
-
77955996870
-
Locality-constrained linear coding for image classification
-
IEEE
-
[27] Wang, J., Yang, J., Yu, K., Lv, F., Huang, T., Gong, Y., Locality-constrained linear coding for image classification. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2010, IEEE, 3360–3367.
-
(2010)
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
, pp. 3360-3367
-
-
Wang, J.1
Yang, J.2
Yu, K.3
Lv, F.4
Huang, T.5
Gong, Y.6
-
28
-
-
0003557420
-
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
-
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
-
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
-
31
-
-
33745827782
-
Surf: speeded up robust features
-
Springer
-
[31] Bay, H., Tuytelaars, T., Van Gool, L., Surf: speeded up robust features. Proceedings of the European Conference on Computer Vision (ECCV), 2006, Springer, 404–417.
-
(2006)
Proceedings of the European Conference on Computer Vision (ECCV)
, pp. 404-417
-
-
Bay, H.1
Tuytelaars, T.2
Van Gool, L.3
-
32
-
-
84865346813
-
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
-
33
-
-
84863054049
-
Local intensity order pattern for feature description
-
IEEE
-
[33] Wang, Z., Fan, B., Wu, F., Local intensity order pattern for feature description. Proceedings of the IEEE International Conference on Computer Vision (ICCV), 2011, IEEE, 603–610.
-
(2011)
Proceedings of the IEEE International Conference on Computer Vision (ICCV)
, pp. 603-610
-
-
Wang, Z.1
Fan, B.2
Wu, F.3
-
34
-
-
78149348137
-
Improving the Fisher Kernel for large-scale image classification
-
Springer
-
[34] Perronnin, F., Sánchez, J., Mensink, T., Improving the Fisher Kernel for large-scale image classification. Proceedings of the European Conference on Computer Vision (ECCV), 2010, Springer, 143–156.
-
(2010)
Proceedings of the European Conference on Computer Vision (ECCV)
, pp. 143-156
-
-
Perronnin, F.1
Sánchez, J.2
Mensink, T.3
-
35
-
-
50949133669
-
Liblinear: a library for large linear classification
-
[35] Fan, R.-E., Chang, K.-W., Hsieh, C.-J., Wang, X.-R., Lin, C.-J., Liblinear: a library for large linear classification. J. Mach. Learn. Res. 9 (2008), 1871–1874.
-
(2008)
J. Mach. Learn. Res.
, vol.9
, pp. 1871-1874
-
-
Fan, R.-E.1
Chang, K.-W.2
Hsieh, C.-J.3
Wang, X.-R.4
Lin, C.-J.5
-
36
-
-
78650994992
-
Vlfeat: an open and portable library of computer vision algorithms
-
ACM
-
[36] Vedaldi, A., Fulkerson, B., Vlfeat: an open and portable library of computer vision algorithms. Proceedings of the International Conference on Multimedia, 2010, ACM, 1469–1472.
-
(2010)
Proceedings of the International Conference on Multimedia
, pp. 1469-1472
-
-
Vedaldi, A.1
Fulkerson, B.2
-
37
-
-
84899492155
-
A scalable stagewise approach to large-margin multiclass loss-based boosting
-
[37] 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.
-
(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
-
38
-
-
84919414531
-
HEp-2 cell image classification with convolutional neural networks
-
IEEE
-
[38] Gao, Z., Zhang, J., Zhou, L., Wang, L., HEp-2 cell image classification with convolutional neural networks. Proceedings of the First Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images (I3A), 2014, IEEE, 24–28.
-
(2014)
Proceedings of the First Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images (I3A)
, pp. 24-28
-
-
Gao, Z.1
Zhang, J.2
Zhou, L.3
Wang, L.4
-
39
-
-
0032203257
-
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
-
40
-
-
84919452161
-
HEp-2 cells classification using morphological features and a bundle of local gradient descriptors
-
IEEE
-
[40] Theodorakopoulos, I., Kastaniotis, D., Economou, G., Fotopoulos, S., HEp-2 cells classification using morphological features and a bundle of local gradient descriptors. Proceedings of the First Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images (I3A), 2014, IEEE, 33–36.
-
(2014)
Proceedings of the First Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images (I3A)
, pp. 33-36
-
-
Theodorakopoulos, I.1
Kastaniotis, D.2
Economou, G.3
Fotopoulos, S.4
-
41
-
-
84919422239
-
Biologically-inspired dense local descriptor for indirect immunofluorescence image classification
-
IEEE
-
[41] Gragnaniello, D., Sansone, C., Verdoliva, L., Biologically-inspired dense local descriptor for indirect immunofluorescence image classification. Proceedings of the First Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images (I3A), 2014, IEEE, 1–5.
-
(2014)
Proceedings of the First Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images (I3A)
, pp. 1-5
-
-
Gragnaniello, D.1
Sansone, C.2
Verdoliva, L.3
-
42
-
-
84887335924
-
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
|