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Correction, stitching and blur estimation of micro-graphs obtained at high speed

Seyfollah Soleimani, Jacob Sukumaran UGent, Koen Douterloigne, Filip Rooms UGent, Wilfried Philips UGent and Patrick De Baets UGent (2012) LECTURE NOTES IN COMPUTER SCIENCE. p.84-95
abstract
Micro-structures of surface are considered to be effective in identifying the damage mechanisms. The industry uses computer vision to auto detect misalignment of the components as it is a contactless tool. However, in scientific investigations micro structures obtained online at high-speed has to be analyzed. In this work the change detection of a specimen rotating at a high speed studied online using image processing techniques in micro graphs which provides a clear insight about the dimensional changes. The specimen under study is made from polymer composite which has contact with a steel wheel and rotates at a high speed. The blur as a measure of dimensional change of the polymer composite can be identified due to the change in focus. The micro-structure images were dark and span a very small region of the surface due to high speed image acquisition, short shutter time and magnification of the microscope. Thus, pre-processing procedures like image enhancement, stitching and registration are performed. Then 15 blur estimation methods are applied to the stitched images. The results of three methods present a good correlation with dimensional change provided by a stylus instrument.
Please use this url to cite or link to this publication:
author
organization
year
type
conference
publication status
published
subject
keyword
Micro-graph, Registration, Blur estimation, Change detection., Stitching
in
LECTURE NOTES IN COMPUTER SCIENCE
Lect. Notes Comput. Sci.
editor
J Blanc-Talon, D Popescu, Wilfried Philips and Paul Scheunders
pages
84 - 95
publisher
Springer
place of publication
Berlin, Germany
conference name
14th International conference on Advanced Concepts for Intelligent Vision Systems (ACIVS - 2010)
conference location
Brno, Czech Republic
conference start
2012-09-04
conference end
2012-09-07
ISSN
0302-9743
ISBN
9783642331398
DOI
10.1007/978-3-642-33140-4_8
language
English
UGent publication?
yes
classification
C1
copyright statement
I have transferred the copyright for this publication to the publisher
VABB id
c:vabb:339799
VABB type
VABB-5
id
2983996
handle
http://hdl.handle.net/1854/LU-2983996
date created
2012-09-10 10:47:44
date last changed
2017-01-02 09:53:06
@inproceedings{2983996,
  abstract     = {Micro-structures of surface are considered to be effective in identifying the damage mechanisms. The industry uses computer vision to auto detect misalignment of the components as it is a contactless tool. However, in scientific investigations micro structures obtained online at high-speed has to be analyzed. In this work the change detection of a specimen rotating at a high speed studied online using image processing techniques in micro graphs which provides a clear  insight about the dimensional changes. The specimen under study is made from polymer composite which has contact with a steel wheel and rotates at a high speed. The blur as a measure of dimensional change of the polymer composite can be identified due to the change in focus. The micro-structure images were dark and span a very small region of the surface due to high speed image acquisition, short shutter time and magnification of the microscope. Thus, pre-processing procedures like image enhancement, stitching and registration are performed. Then 15 blur estimation methods are applied to the stitched images. The results of three methods present a good correlation with dimensional change provided by a stylus instrument.},
  author       = {Soleimani, Seyfollah and Sukumaran, Jacob and Douterloigne, Koen and Rooms, Filip and Philips, Wilfried and De Baets, Patrick},
  booktitle    = {LECTURE NOTES IN COMPUTER SCIENCE},
  editor       = {Blanc-Talon, J  and Popescu, D  and Philips, Wilfried  and Scheunders, Paul },
  isbn         = {9783642331398},
  issn         = {0302-9743},
  keyword      = {Micro-graph,Registration,Blur estimation,Change detection.,Stitching},
  language     = {eng},
  location     = {Brno, Czech Republic},
  pages        = {84--95},
  publisher    = {Springer},
  title        = {Correction, stitching and blur estimation of micro-graphs obtained at high speed},
  url          = {http://dx.doi.org/10.1007/978-3-642-33140-4\_8},
  year         = {2012},
}

Chicago
Soleimani, Seyfollah, Jacob Sukumaran, Koen Douterloigne, Filip Rooms, Wilfried Philips, and Patrick De Baets. 2012. “Correction, Stitching and Blur Estimation of Micro-graphs Obtained at High Speed.” In Lecture Notes in Computer Science, ed. J Blanc-Talon, D Popescu, Wilfried Philips, and Paul Scheunders, 84–95. Berlin, Germany: Springer.
APA
Soleimani, S., Sukumaran, J., Douterloigne, K., Rooms, F., Philips, W., & De Baets, P. (2012). Correction, stitching and blur estimation of micro-graphs obtained at high speed. In J Blanc-Talon, D. Popescu, W. Philips, & P. Scheunders (Eds.), LECTURE NOTES IN COMPUTER SCIENCE (pp. 84–95). Presented at the 14th International conference on Advanced Concepts for Intelligent Vision Systems (ACIVS - 2010), Berlin, Germany: Springer.
Vancouver
1.
Soleimani S, Sukumaran J, Douterloigne K, Rooms F, Philips W, De Baets P. Correction, stitching and blur estimation of micro-graphs obtained at high speed. In: Blanc-Talon J, Popescu D, Philips W, Scheunders P, editors. LECTURE NOTES IN COMPUTER SCIENCE. Berlin, Germany: Springer; 2012. p. 84–95.
MLA
Soleimani, Seyfollah, Jacob Sukumaran, Koen Douterloigne, et al. “Correction, Stitching and Blur Estimation of Micro-graphs Obtained at High Speed.” Lecture Notes in Computer Science. Ed. J Blanc-Talon et al. Berlin, Germany: Springer, 2012. 84–95. Print.