• Optics and Precision Engineering
  • Vol. 18, Issue 12, 2695 (2010)
WANG Qing-zhu1,*, WANG Ke1, LI Yong2, WANG Xin-zhu1, and WANG Bin3
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
  • show less
    DOI: Cite this Article
    WANG Qing-zhu, WANG Ke, LI Yong, WANG Xin-zhu, WANG Bin. Detection of pulmonary CT scanned images based on fast 3D PCA[J]. Optics and Precision Engineering, 2010, 18(12): 2695 Copy Citation Text show less
    References

    [1] JAFFAR M A, HUSSAIN A, MIRZA A M. Fuzzy entropy based optimization of clusters for the segmentation of lungs in CT scanned images [J]. Knowl Inf Syst., 2009,7:1-21.

    [2] ZHU Y, TAN Y Q, HUA Y Q, et al.. Feature selection and performance evaluation of support vector machine-based classifier for differentiating benign and malignant pulmonary nodules by computed tomography [J]. Journal of Digital Imaging, 2010,23(1):51-65.

    [3] ARMATO S G, GIGER M L, MORAN C J. Computerized detection of pulmonary nodules on CT scans[J]. Radio Graphics ,1999,19:1303-1311.

    [4] ANTONELLI M, LAZZERINI B, MARCELLONI F. Segmentation and reconstruction of the lung volume in CT image [C]. 20th annual ACM symposium on applied computing, vol I. Santa Fe, New Mexico, 2000,5:255-299.

    [5] ZHAO B, GAMSU G, GINSBERG M S. Automatic detection of small lung nodules on CT utilizing a local density maximum algorithm [J].Journal of Applied Clinical Medical Physics,2003,4(3):248-259.

    [6] DEHMESHKI J, YE X, VALDIVIESO M. Automated detection of lung nodules in CT images using shape-based genetic algorithm [J]. Comput Med Imaging Graph. 2007,31(6):408-417.

    [7] REBELO M S, FURUIE S S, GUTIERREZ M A, et al.. Multiscale representation for automatic identification of structures in medical images [J]. Comput Biol Med., 2007,37(8):1183-1193.

    [8] YANG J, ZHANG D, FRANGI A F, et al.. Two-dimensional PCA: a new approach to appearance based face representation and recognition [C]. IEEE Trans PAMI, 2004,26(1):131-137.

    [9] YANG J, YANG J Y. From image vector to matrix: a straightforward image projection technique-IMPCA vs. PCA [J]. Pattern Recognition.2002,35(9):1997-1999.

    [10] LIEVEN D L, BART D M, JOOS V. A multilinear singular value decomposition [J]. Siam J. Matrix Anal. Appl., 2000,21(4):1253-1278.

    [11] ROLAND B, REMY B. Multilinear singular value decomposition for structured tensors [C]. IEEE ICASSP Conference,2006:1-14.

    [12] JUSSI S, ANDREAS R, VISA K J S. Sequential unfolding SVD for tensors with applications in array signal processing [C]. IEEE Transactions on Ransactions on Signal Processing,2009,57(12):4719-4733.

    WANG Qing-zhu, WANG Ke, LI Yong, WANG Xin-zhu, WANG Bin. Detection of pulmonary CT scanned images based on fast 3D PCA[J]. Optics and Precision Engineering, 2010, 18(12): 2695
    Download Citation