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Volumn 8, Issue 2, 2011, Pages 279-288

Detection of pore space in CT soil images using artificial neural networks

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHM; ARTIFICIAL NEURAL NETWORK; CLUSTER ANALYSIS; FUZZY MATHEMATICS; IMAGE ANALYSIS; PORE SPACE; SOIL STRUCTURE; TOMOGRAPHY;

EID: 79951530803     PISSN: 17264170     EISSN: 17264189     Source Type: Journal    
DOI: 10.5194/bg-8-279-2011     Document Type: Article
Times cited : (35)

References (27)
  • 2
    • 0034564603 scopus 로고    scopus 로고
    • Artificial neural networks fundamentals, computing, design, and application
    • Basheer, I. A. and Hajmeer, M.: Artificial neural networks fundamentals, computing, design, and application, J. Microbiol. Meth., 43, 3-31, 2000.
    • (2000) J. Microbiol. Meth , vol.43 , pp. 3-31
    • Basheer, I.A.1    Hajmeer, M.2
  • 5
    • 31544461548 scopus 로고    scopus 로고
    • Fuzzy c-means clustering with spatial information for image segmentation
    • DOI 10.1016/j.compmedimag.2005.10.001, PII S0895611105000923
    • Chuang, K. S., Tzeng, H. L., Chen, S.,Wu, J., and Che, T. J.: Fuzzy c-means clustering with spatial information for image segmentation, Comput. Med. Imag. Grap., 30, 9-15, 2006. (Pubitemid 43162367)
    • (2006) Computerized Medical Imaging and Graphics , vol.30 , Issue.1 , pp. 9-15
    • Chuang, K.-S.1    Tzeng, H.-L.2    Chen, S.3    Wu, J.4    Chen, T.-J.5
  • 7
    • 0015644825 scopus 로고
    • A Fuzzy relative of isodata process and its use in detecting compact well-separated clusters
    • Dunn, J. C.: A Fuzzy relative of isodata process and its use in detecting compact well-separated clusters, J. Cybernetics, 3, 32-57, 1973.
    • (1973) J. Cybernetics , vol.3 , pp. 32-57
    • Dunn, J.C.1
  • 8
    • 79951541514 scopus 로고    scopus 로고
    • GE Healthcare: Microview 2.1.2 - MicroCT Visualization and Analysis, London, Canada
    • GE Healthcare: Microview 2.1.2 - MicroCT Visualization and Analysis, London, Canada, 2006.
    • (2006)
  • 11
    • 10844279814 scopus 로고    scopus 로고
    • SOM Ensamble-based image segmentation
    • Jian, Y. and Zhou, Z. H.: SOM Ensamble-based image segmentation, Neural Process. Lett., 20, 171-178, 2004.
    • (2004) Neural Process. Lett , vol.20 , pp. 171-178
    • Jian, Y.1    Zhou, Z.H.2
  • 12
    • 0025489075 scopus 로고
    • The self organizing map (SOM)
    • Kohonen, T.: The self organizing map (SOM), Proceedings of the IEEE, 78(9), 1464-1480, 1990.
    • (1990) Proceedings of the IEEE , vol.78 , Issue.9 , pp. 1464-1480
    • Kohonen, T.1
  • 13
    • 33749661370 scopus 로고    scopus 로고
    • SOM Segmentation of gray scale images for optical recognition
    • DOI 10.1016/j.patrec.2006.06.011, PII S0167865506001619
    • Lázaro, J., Arias, J., Martín, J. L., Zoloaga, A., and Cuadrado, C.: SOM segmentation of gray scale images for optical recognition, Pattern Recogn. Lett., 27, 1991-1997, 2006. (Pubitemid 44556816)
    • (2006) Pattern Recognition Letters , vol.27 , Issue.16 , pp. 1991-1997
    • Lazaro, J.1    Arias, J.2    Martin, J.L.3    Zuloaga, A.4    Cuadrado, C.5
  • 15
    • 0024104439 scopus 로고
    • A spatial thresholding method for image segmentation
    • Mardia, K. V. and Hainsworth, T. J.: A Spatial Thresholding Method for Image Segmentation, IEEE T. Pattern Anal., 10(6), 919-927, 1988.
    • (1988) IEEE T. Pattern Anal , vol.10 , Issue.6 , pp. 919-927
    • Mardia, K.V.1    Hainsworth, T.J.2
  • 16
    • 0344534130 scopus 로고    scopus 로고
    • Micromorfologia e mineralog ía de dois solos de Tabuleiro costeiro de Pernambuco
    • Melo, F. J. R. and dos Santos, M. C.: Micromorfologia e mineralog ía de dois solos de Tabuleiro costeiro de Pernambuco, R. Bras. Ci. Solo, 20, 99-108, 1996.
    • (1996) R. Bras. Ci. Solo , vol.20 , pp. 99-108
    • Melo, F.J.R.1    Dos Santos, M.C.2
  • 17
    • 65649084847 scopus 로고    scopus 로고
    • Historical development in soil micromorphological imaging
    • Mermut, A. R.: Historical Development in soil micromorphological imaging, J. Mt. Sci., 6, 107-112, 2009.
    • (2009) J. Mt. Sci , vol.6 , pp. 107-112
    • Mermut, A.R.1
  • 18
    • 0032679190 scopus 로고    scopus 로고
    • Image thresholding by indicator kriging
    • Oh, W. and Lindquist, B.: Image thresholding by indicator kriging, IEEE T. Pattern Anal., 21, 590-602, 1999.
    • (1999) IEEE T. Pattern Anal. , vol.21 , pp. 590-602
    • Oh, W.1    Lindquist, B.2
  • 20
    • 0027658896 scopus 로고
    • A review of image segmentation techniques
    • Pal, N. R. and Pal, S. K.: A review of image segmentation techniques, Patt. Recogn., 29, 1277-1294, 1993.
    • (1993) Patt. Recogn , vol.29 , pp. 1277-1294
    • Pal, N.R.1    Pal, S.K.2
  • 21
    • 77955798447 scopus 로고    scopus 로고
    • Mass fractal dimension of soils macropores using computed tomography: from the box counting to the cube-counting algorithm
    • Perret, J. S., Prasher, S. O., and Kacimov, A. R.: Mass fractal dimension of soils macropores using computed tomography: from the box counting to the cube-counting algorithm, J. Hydrol., 267, 285-297, 2003.
    • (2003) J. Hydrol , vol.267 , pp. 285-297
    • Perret, J.S.1    Prasher, S.O.2    Kacimov, A.R.3
  • 22
    • 76449108829 scopus 로고    scopus 로고
    • Quantify a soil pore distribution from 3D images: Multifractal sprectrum through wavelet approach
    • Piñuela, J., Alvarez, A., Andina, D., and Tarquis, A. M.: Quantify a soil pore distribution from 3D images: Multifractal sprectrum through wavelet approach, Geoderma, 155, 203-210, 2009.
    • (2009) Geoderma , vol.155 , pp. 203-210
    • Pinuela, J.1    Alvarez, A.2    Andina, D.3    Tarquis, A.M.4
  • 24
    • 67651091514 scopus 로고    scopus 로고
    • Pore network complexity and thresholding of 3D soil images
    • Tarquis, A. M., Heck R. J., Andina, A., and Antón, J. M.: Pore network complexity and thresholding of 3D soil images, Ecol. Complex., 6, 230-239, 2009.
    • (2009) Ecol. Complex. , vol.6 , pp. 230-239
    • Tarquis, A.M.1    Heck, R.J.2    Andina, A.3    Antón, J.M.4
  • 25
    • 32844464607 scopus 로고    scopus 로고
    • Feature vectors generation for detection of microcalcification in digitized mammography using neural network
    • Vega-Corona, A., Álvarez-Vellisco, A., and Andina, D.: Feature vectors generation for detection of microcalcification in digitized mammography using neural network, Lect. Notes Comput. Sc., 2687, 583-590, 2003.
    • (2003) Lect. Notes Comput. Sc. , vol.2687 , pp. 583-590
    • Vega-Corona, A.1    Álvarez-Vellisco, A.2    Andina, D.3
  • 26
    • 0030222681 scopus 로고    scopus 로고
    • Topological characterization of pore space in soil-sample preparation and digital imageprocessing
    • Vogel, H. J. and Kretzschmar, A.: Topological characterization of pore space in soil-sample preparation and digital imageprocessing, Geoderma, 73, 23-38, 1996.
    • (1996) Geoderma , vol.73 , pp. 23-38
    • Vogel, H.J.1    Kretzschmar, A.2
  • 27
    • 77955820020 scopus 로고    scopus 로고
    • Objective assessment of nonlinear segmentation approaches to gray level underwater images
    • Ye, Z.: Objective assessment of nonlinear segmentation approaches to gray level underwater images, ICGST-GVIP Journal, 9(2), 39-46, 2009.
    • (2009) ICGST-GVIP Journal , vol.9 , Issue.2 , pp. 39-46
    • Ye, Z.1


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