CFP last date
20 May 2024
Call for Paper
June Edition
IJCA solicits high quality original research papers for the upcoming June edition of the journal. The last date of research paper submission is 20 May 2024

Submit your paper
Know more
The week's pick
Responsive image
Enhancing Privacy Preservation: Multi-Attribute Protection with P-Sensitive K-Anonymity

Twinkle Patel Kiran Amin
Random Articles
Reseach Article

Surface Study of ZnO Thin Film using Image Processing Techniques

by G. R. Kandhasamy, S. Muruganand, M. Pavithra
journal cover thumbnail

International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 70 - Number 23
Year of Publication: 2013
Authors: G. R. Kandhasamy, S. Muruganand, M. Pavithra
10.5120/12208-8175

G. R. Kandhasamy, S. Muruganand, M. Pavithra . Surface Study of ZnO Thin Film using Image Processing Techniques. International Journal of Computer Applications. 70, 23 ( May 2013), 26-28. DOI=10.5120/12208-8175

@article{ 10.5120/12208-8175,
author = { G. R. Kandhasamy, S. Muruganand, M. Pavithra },
title = { Surface Study of ZnO Thin Film using Image Processing Techniques },
journal = { International Journal of Computer Applications },
issue_date = { May 2013 },
volume = { 70 },
number = { 23 },
month = { May },
year = { 2013 },
issn = { 0975-8887 },
pages = { 26-28 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume70/number23/12208-8175/ },
doi = { 10.5120/12208-8175 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:34:09.335728+05:30
%A G. R. Kandhasamy
%A S. Muruganand
%A M. Pavithra
%T Surface Study of ZnO Thin Film using Image Processing Techniques
%J International Journal of Computer Applications
%@ 0975-8887
%V 70
%N 23
%P 26-28
%D 2013
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Surface study of thin film is characterized by employing scanning Electron microscopy (SEM). The implementation of image processing algorithm is to determine the pores in the SEM images of thin film. Image segmentation is applied to detect the pores in the thin film. In this paper, ZnO thin film is used for the surface study by various edge detection techniques. As the result canny edge detection gives the best porosity information of ZnO thin film SEM images. This result is taken by performing the statistical analysis (ie) finding the PSNR (Peak Signal to Noise Ratio) values . This may help to identify the particular place of pores and pits in thin film SEM images.

References
  1. A . Lin, J. Phillips, "Optimization of random diffraction gratings in thin-film solar cells using genetic algorithms" Solar Energy Materials & Solar Cells 92 (2008) 1689 –1696.
  2. C. -L. Tien et al. "Surface flatness of optical thin films evaluated by gray level co-occurrence matrix and entropy"Applied Surface Science 254 (2008) 4762–4767.
  3. W. N. Sharpe et. al. "Strain Measurements of Silicon Dioxide Micro specimens by Digital Imaging Processing" Experimental Mechanics (2007) 47:649– 658.
  4. M. Varadhalakshmi et. al. ," Grain boundary detection of the crystals using canny edge detection" I. J. E. M. S. , Vol. 3(2) 2012: 105 – 108.
  5. Fei Liu, Junshu Wu, Kunfeng Chen and Dongfeng Xue "Morphology study by using scanning electron microscopy", Microscopy: Science, Technology, Applications and Education, pp. 1781-1792, 2010.
  6. Thomas Shea et. al. , " SEM image processing with Photoshop", Dept. of Geological Sciences, University of Hawaii and Oregon, USA.
  7. Michael D. Health et. al. , "A Robust Visual Method for Assessing the Relative Performance of Edge-Detection Algorithms", IEEE transactions on Pattern analysis and Machine Intelligence, Vol. 19,No. 12, 1997.
  8. J. Matthews. "An introduction to edge detection: The sobel edge detector," Available at http://www. generation5. org/content/2002/im01. asp, 2002.
  9. Cao Yun-Fei et. al. , "Multi-Level threshold image segmentation based on PSNR using artificial bee colony algorithm", Research Journal of Applied Sciences, Engineering and Technology 4(2): 104-107, 2012
  10. Zimin et al. "Investigations of the pore formation in the leadselenide films using glacial acetic acid- and nitric acid-based electrolyte" Nanoscale Research Letters 2012, 7:338
  11. D. Van der Weken et al. "Combining neighbourhood-based and histogram similarity measures for the design of image quality measures" Image and Vision Computing 25 (2007) 184–195
Index Terms

Computer Science
Information Sciences

Keywords

Thin films SEM images Image processing Segmentation PSNR values canny edge detection

Powered by PhDFocusTM