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

Seyfollah Soleimani UGent, Jacob Sukumaran UGent, Koen Douterloigne UGent, 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
2015-06-17 10:14:07
@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.