Frequency filter bank for enhancing carbon nanotube images

被引:0
|
作者
Guerrero Casas, Jose de Jesús [1 ]
Dalmau, Oscar [2 ]
Alarcón, Teresa E. [1 ]
Zamudio, Adalberto [3 ]
机构
[1] Centro Universitario de los Valles, Universidad de Guadalajara, Departamento de Ciencias Computacionales e Ingenierías, Ameca,Jalisco, Mexico
[2] Centro de Investigación en Matemáticas, CIMAT AC, Monterrey,Nuevo LéMéxicoon, Mexico
[3] Centro Universitario de Ciencias Exactas e Ingenierías, Universidad de Guadalajara, Guadalajara,Jalisco, Mexico
关键词
Adaptive spatial filter - Frequency domains - Gaussian filters - Intensity profiles - Nanoscience and nanotechnologies - Spatial filterings - Thresholding - Two-step algorithms;
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摘要
Improving digital images of carbon nanotubes is an important task for characterizing nanotube structures in Nanoscience and Nanotechnology. A two-step algorithm is proposed for enhancing the information of carbon nanotube images, which are obtained by a scanning electron microscopy. In the first step it is carried out the characterization of the intensity profile of the nanotube by using the first and second derivatives along with the local variance. Then, for analyzing the intensity profile of the nanotubes, an adaptive spatial filter is designed. The first step allows to represent the intensity profile of the nanotube through a Gaussian model. In the second step, a Gaussian-matched filter Bank is designed in the frequency domain for enhancing the nanotube information, considering different values of thickness and orientation for the filter bank. © Springer International Publishing Switzerland 2014.
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页码:316 / 326
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