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Volumn 138, Issue , 2015, Pages 11-22

Computer vision for virus image classification

Author keywords

Ensemble of descriptors; Feature selection; Local binary patterns; Texture descriptors

Indexed keywords

CLASSIFICATION (OF INFORMATION); COMPUTER VIRUSES; COMPUTER VISION; FEATURE EXTRACTION; HIGH RESOLUTION TRANSMISSION ELECTRON MICROSCOPY; IMAGE CLASSIFICATION; IMAGE ENHANCEMENT; MATLAB; TEXTURES;

EID: 84941104504     PISSN: 15375110     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.biosystemseng.2015.01.005     Document Type: Article
Times cited : (38)

References (47)
  • 1
    • 84907059198 scopus 로고    scopus 로고
    • Improving local binary patterns techniques by using edge information
    • Abdesselam A. Improving local binary patterns techniques by using edge information. Lecture Notes on Software Engineering 2013, 1(4):360-363.
    • (2013) Lecture Notes on Software Engineering , vol.1 , Issue.4 , pp. 360-363
    • Abdesselam, A.1
  • 3
    • 33745259487 scopus 로고    scopus 로고
    • High frequency edges (but not contrast) predict where we fixate: a Bayesian system identification analysis
    • Baddeley R.J., Tatler B.W. High frequency edges (but not contrast) predict where we fixate: a Bayesian system identification analysis. Vision Research 2006, 46(18):2824-2833.
    • (2006) Vision Research , vol.46 , Issue.18 , pp. 2824-2833
    • Baddeley, R.J.1    Tatler, B.W.2
  • 5
    • 0032212323 scopus 로고    scopus 로고
    • Automated recognition of patterns characteristic of subcellular structures in fluorescence microscopy images
    • Boland M.V., Markey M.K., Murphy R.F. Automated recognition of patterns characteristic of subcellular structures in fluorescence microscopy images. Cytometry 1998, 33(3):366-375.
    • (1998) Cytometry , vol.33 , Issue.3 , pp. 366-375
    • Boland, M.V.1    Markey, M.K.2    Murphy, R.F.3
  • 6
    • 0036139314 scopus 로고    scopus 로고
    • A neural network classifier capable of recognizing the patterns of all major subcellular structures in fluorescence microscope images of HeLa cells
    • Boland M.V., Murphy R.F. A neural network classifier capable of recognizing the patterns of all major subcellular structures in fluorescence microscope images of HeLa cells. Bioinformatics (Oxford, England) 2001, 17(12):1213-1223.
    • (2001) Bioinformatics (Oxford, England) , vol.17 , Issue.12 , pp. 1213-1223
    • Boland, M.V.1    Murphy, R.F.2
  • 8
    • 79959713937 scopus 로고    scopus 로고
    • Visual pattern mining in histology image collections using bag of features
    • Cruz-Roa A., Caicedo J.C., González F.a. Visual pattern mining in histology image collections using bag of features. Artificial Intelligence in Medicine 2011, 52(2):91-106.
    • (2011) Artificial Intelligence in Medicine , vol.52 , Issue.2 , pp. 91-106
    • Cruz-Roa, A.1    Caicedo, J.C.2    González, F.3
  • 9
    • 84859371928 scopus 로고    scopus 로고
    • Noise tolerant local binary pattern operator for efficient texture analysis
    • Fathi A., Naghsh-Nilchi A.R. Noise tolerant local binary pattern operator for efficient texture analysis. Pattern Recognition Letters 2012, 33(9):1093-1100.
    • (2012) Pattern Recognition Letters , vol.33 , Issue.9 , pp. 1093-1100
    • Fathi, A.1    Naghsh-Nilchi, A.R.2
  • 10
    • 80054731421 scopus 로고    scopus 로고
    • Evaluation of robustness against rotation of LBP, CCR and ILBP features in granite texture classification
    • Fernández A., Ghita O., González E., Bianconi F., Whelan P.F. Evaluation of robustness against rotation of LBP, CCR and ILBP features in granite texture classification. Machine Vision and Applications 2010, 22(6):913-926.
    • (2010) Machine Vision and Applications , vol.22 , Issue.6 , pp. 913-926
    • Fernández, A.1    Ghita, O.2    González, E.3    Bianconi, F.4    Whelan, P.F.5
  • 13
    • 34247220809 scopus 로고    scopus 로고
    • Structure and classification of viruses
    • University of Texas Medical Branch at Galveston, Galveston, B.S. (Ed.)
    • Gelderblom H. Structure and classification of viruses. Medical microbiology 1996, University of Texas Medical Branch at Galveston, Galveston. 4th ed. B.S. (Ed.).
    • (1996) Medical microbiology
    • Gelderblom, H.1
  • 14
    • 84898491362 scopus 로고    scopus 로고
    • Texture classification using a linear configuration model based descriptor
    • British Machine Vision Association, 119.1-119.10
    • Guo Y., Zhao G., Pietikäinen M. Texture classification using a linear configuration model based descriptor. Proceedings of the British Machine Vision Conference 2011 2011, 119.1-119.10. British Machine Vision Association.
    • (2011) Proceedings of the British Machine Vision Conference 2011
    • Guo, Y.1    Zhao, G.2    Pietikäinen, M.3
  • 15
    • 84861837974 scopus 로고    scopus 로고
    • Discriminative features for texture description
    • Guo Y., Zhao G., Pietikäinen M. Discriminative features for texture description. Pattern Recognition 2012, 45(10):3834-3843.
    • (2012) Pattern Recognition , vol.45 , Issue.10 , pp. 3834-3843
    • Guo, Y.1    Zhao, G.2    Pietikäinen, M.3
  • 19
    • 77957741951 scopus 로고
    • On the mean accuracy of statistical pattern recognizers
    • Hughes G.F. On the mean accuracy of statistical pattern recognizers. IEEE Transactions on Information Theory January 1968, 14(1):55-63.
    • (1968) IEEE Transactions on Information Theory , vol.14 , Issue.1 , pp. 55-63
    • Hughes, G.F.1
  • 22
    • 84855787992 scopus 로고    scopus 로고
    • Segmentation of virus particle candidates in transmission electron microscopy images
    • Kylberg G., Uppström M. Segmentation of virus particle candidates in transmission electron microscopy images. Journal of Microscopy 2012, 245(2):140-147.
    • (2012) Journal of Microscopy , vol.245 , Issue.2 , pp. 140-147
    • Kylberg, G.1    Uppström, M.2
  • 24
    • 0035159819 scopus 로고    scopus 로고
    • Hierarchical iterative bayesian approach to automatic recognition of biological viruses in electron microscope images
    • Matuszewski B., Shark L. Hierarchical iterative bayesian approach to automatic recognition of biological viruses in electron microscope images. Image Processing, 2001. International Conference on 2001, 347-350.
    • (2001) Image Processing, 2001. International Conference on , pp. 347-350
    • Matuszewski, B.1    Shark, L.2
  • 25
    • 77953363893 scopus 로고    scopus 로고
    • Local binary patterns variants as texture descriptors for medical image analysis
    • Nanni L., Lumini A., Brahnam S. Local binary patterns variants as texture descriptors for medical image analysis. Artificial Intelligence in Medicine 2010, 49(2):117-125.
    • (2010) Artificial Intelligence in Medicine , vol.49 , Issue.2 , pp. 117-125
    • Nanni, L.1    Lumini, A.2    Brahnam, S.3
  • 29
    • 33745835368 scopus 로고    scopus 로고
    • Sampling strategies for bag-of-features image classification
    • Nowak E., Jurie F., Triggs B. Sampling strategies for bag-of-features image classification. Computer Vision-ECCV 2006 2006, Vol. 3954 LNCS:490-503.
    • (2006) Computer Vision-ECCV 2006 , vol.3954 LNCS , pp. 490-503
    • Nowak, E.1    Jurie, F.2    Triggs, B.3
  • 31
    • 49049108892 scopus 로고    scopus 로고
    • Blur insensitive texture classification using local phase quantization
    • Springer Berlin Heidelberg
    • Ojansivu V., Heikkilä J. Blur insensitive texture classification using local phase quantization. Lecture notes in computer science 2008, 236-243. Springer Berlin Heidelberg.
    • (2008) Lecture notes in computer science , pp. 236-243
    • Ojansivu, V.1    Heikkilä, J.2
  • 32
    • 84874917268 scopus 로고    scopus 로고
    • Non-binary coding for texture descriptors in Sub-cellular and stem cell image classification
    • Paci M., Nanni L., Lahti A., Aalto-Setala K., Hyttinen J., Severi S. Non-binary coding for texture descriptors in Sub-cellular and stem cell image classification. Current Bioinformatics 2013, 8(2):208-219.
    • (2013) Current Bioinformatics , vol.8 , Issue.2 , pp. 208-219
    • Paci, M.1    Nanni, L.2    Lahti, A.3    Aalto-Setala, K.4    Hyttinen, J.5    Severi, S.6
  • 33
    • 84878964801 scopus 로고    scopus 로고
    • An ensemble of classifiers based on different texture descriptors for texture classification
    • Paci M., Nanni L., Severi S. An ensemble of classifiers based on different texture descriptors for texture classification. Journal of King Saud University - Science 2013, 25(3):235-244.
    • (2013) Journal of King Saud University - Science , vol.25 , Issue.3 , pp. 235-244
    • Paci, M.1    Nanni, L.2    Severi, S.3
  • 36
    • 79958842177 scopus 로고    scopus 로고
    • PLBP: an effective local binary patterns texture descriptor with pyramid representation
    • Qian X., Hua X.-S., Chen P., Ke L. PLBP: an effective local binary patterns texture descriptor with pyramid representation. Pattern Recognition 2011, 44(10-11):2502-2515.
    • (2011) Pattern Recognition , vol.44 , Issue.10-11 , pp. 2502-2515
    • Qian, X.1    Hua, X.-S.2    Chen, P.3    Ke, L.4
  • 41
    • 77952634397 scopus 로고    scopus 로고
    • Enhanced local texture feature sets for face recognition under difficult lighting conditions
    • Tan X., Triggs B. Enhanced local texture feature sets for face recognition under difficult lighting conditions. Image Processing, IEEE Transactions On 2010, 19(6):1635-1650.
    • (2010) Image Processing, IEEE Transactions On , vol.19 , Issue.6 , pp. 1635-1650
    • Tan, X.1    Triggs, B.2
  • 42
    • 84865359449 scopus 로고    scopus 로고
    • Cell morphology classification and clutter mitigation in phase-contrast microscopy images using machine learning
    • Theriault D.H., Walker M.L., Wong J.Y., Betke M. Cell morphology classification and clutter mitigation in phase-contrast microscopy images using machine learning. Machine Vision and Applications 2011, 23(4):659-673.
    • (2011) Machine Vision and Applications , vol.23 , Issue.4 , pp. 659-673
    • Theriault, D.H.1    Walker, M.L.2    Wong, J.Y.3    Betke, M.4
  • 43
    • 0003112904 scopus 로고    scopus 로고
    • Texture analysis
    • World Scientific Publiching Co, C.H. Chen, L.F. Pau, P.S.P. Wang (Eds.)
    • Tuceryan M. Texture analysis. The handbook of pattern recognition and computer vision 1998, 207-248. World Scientific Publiching Co. 2nd ed. C.H. Chen, L.F. Pau, P.S.P. Wang (Eds.).
    • (1998) The handbook of pattern recognition and computer vision , pp. 207-248
    • Tuceryan, M.1
  • 44
    • 84875598067 scopus 로고    scopus 로고
    • Applications of transmission electron microscopy to virus detection and identification
    • Formatex Research Center, A. Mendez-Vilas, J.Diaz (Eds.)
    • Vale F.F., Correia A.C., Matos B. Applications of transmission electron microscopy to virus detection and identification. Microscopy: Science, technology, applications and education 2010, 128-136. Formatex Research Center. 1st ed. A. Mendez-Vilas, J.Diaz (Eds.).
    • (2010) Microscopy: Science, technology, applications and education , pp. 128-136
    • Vale, F.F.1    Correia, A.C.2    Matos, B.3
  • 45
    • 84900398493 scopus 로고    scopus 로고
    • Improving texture categorization with biologically-inspired filtering
    • Vu N., Nguyen T., Garcia C. Improving texture categorization with biologically-inspired filtering. Image and Vision Computing 2014, 32(6-7):424-436.
    • (2014) Image and Vision Computing , vol.32 , Issue.6-7 , pp. 424-436
    • Vu, N.1    Nguyen, T.2    Garcia, C.3
  • 47
    • 77951055986 scopus 로고    scopus 로고
    • An optimized negative-staining protocol of electron microscopy for apoE4 POPC lipoprotein
    • Zhang L., Song J., Newhouse Y. An optimized negative-staining protocol of electron microscopy for apoE4 POPC lipoprotein. Journal of Lipid Research 2010, 51(5):1228-1236.
    • (2010) Journal of Lipid Research , vol.51 , Issue.5 , pp. 1228-1236
    • Zhang, L.1    Song, J.2    Newhouse, Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.