ARFBF morphological analysis - Application to the discrimination of catalyst active phases
作者： Zhangyun Tan , Maxime Moreaud , Olivier Alata , Abdourrahmane M. Atto
DOI: 10.5566/IAS.1624
关键词: High-resolution transmission electron microscopy 、 Residual 、 Brownian motion 、 Biological system 、 Materials science 、 Characterization (materials science) 、 Statistical model 、 Autoregressive model 、 Morphological analysis 、 Mathematical morphology
摘要: This paper addresses the characterization of spatial arrangements fringes in catalysts imaged by High Resolution Transmission Electron Microscopy (HRTEM). It presents a statistical model-based approach for analyzing these fringes. The proposed involves Fractional Brownian Field (FBF) and 2-D AutoRegressive (AR) modeling, as well morphological analysis. originality consists identifying image background an FBF, subtracting this background, modeling residual AR so to capture fringe information and, finally, discriminating from characterizations obtained overall analysis is called ARFBF (Auto-Regressive Field) based morphology characterization.
archives-ouvertes.fr
ias-iss.org
sci-hub.st 参考文章(22)
B. Pesquet-Popescu, P. Larzabal, 2D Self-Similar Processes with Stationary Fractional Increments Springer, London. pp. 138- 151 ,(1997) , 10.1007/978-1-4471-0995-2_12
B. Celse, F. Moreau, P. Gueroult, S. Bres, L. Sorbier, Semi-Automatic detection of sulfur slabs Inżynieria Materiałowa. ,vol. 29, pp. 421- 426 ,(2008)
G. P. Nason, B. W. Silverman, The Stationary Wavelet Transform and some Statistical Applications Wavelets and Statistics. ,vol. 103, pp. 281- 299 ,(1995) , 10.1007/978-1-4612-2544-7_17
Dirk P. Kroese, Zdravko I. Botev, Spatial Process Generation arXiv: Computation. ,(2013)
M. MOREAUD, D. JEULIN, A. THOREL, J. Y. CHANE-CHING, A quantitative morphological analysis of nanostructured ceria-silica composite catalysts Journal of Microscopy. ,vol. 232, pp. 293- 305 ,(2008) , 10.1111/J.1365-2818.2008.02101.X
P.W. Fieguth, A.S. Willsky, Fractal estimation using models on multiscale trees IEEE Transactions on Signal Processing. ,vol. 44, pp. 1297- 1300 ,(1996) , 10.1109/78.502347
John Geweke, Susan Porter-Hudak, THE ESTIMATION AND APPLICATION OF LONG MEMORY TIME SERIES MODELS Journal of Time Series Analysis. ,vol. 4, pp. 221- 238 ,(1983) , 10.1111/J.1467-9892.1983.TB00371.X
Pascaline Pré, Guillaume Huchet, Dominique Jeulin, Jean-Noël Rouzaud, Mohamed Sennour, Alain Thorel, A new approach to characterize the nanostructure of activated carbons from mathematical morphology applied to high resolution transmission electron microscopy images Carbon. ,vol. 52, pp. 239- 258 ,(2013) , 10.1016/J.CARBON.2012.09.026
S. Ranganath, A. Jain, Two-dimensional linear prediction models--part I: Spectral factorization and realization IEEE Transactions on Acoustics, Speech, and Signal Processing. ,vol. 33, pp. 280- 299 ,(1985) , 10.1109/TASSP.1985.1164523
Murray Rosenblatt, Remarks on Some Nonparametric Estimates of a Density Function Annals of Mathematical Statistics. ,vol. 27, pp. 832- 837 ,(1956) , 10.1214/AOMS/1177728190