Method for filling and sharpening false colour layers of dual energy X-ray images
Abstract
An X-ray scanning and image processing have a vast
range of applications in the security. An image of a content of
some package being passed for example to an airplane or to the
court house may help to figure out if there are any dangerous
objects inside that package and to avoid possible threatening
situation. As the raw X-ray images are not always easy to analyze
and interpret, some image processing methods like an object
detection, a frequency resolution increase or a pseudocolouring
are being used. In this paper, we propose a pseudocoloring
improvement over material based approach. By addition of the
edge detection methods we fill and sharpen colour layers over
the image, making it easier to interpret. We demonstrate the
effectiveness of the methods using real data, acquired from a
professional dual energy X-ray scanner.
References
K. Moreland, “Diverging color maps for scientific visualization,” Advances in Visual Computing, pp. 92–103, 2009.
G. Flitton, T. Breckon, and N. Megherbi, “A comparison of 3d interest point descriptors with application to airport baggage object detection in complex ct imagery.” Pattern Recognition, vol. 46, pp. 2420–2436,
Z. Ying, R. Naidu, and C. Crowford, “Dual energy computed tomography for explosive detection,” Journal of X-Ray Science and Technology,
vol. 14, pp. 235–256, 2006.
H. Watabiki, T. Takeda, M. S., and Y. T., “Development of dual-energy x-ray inspection system,” Anritsu Technical Review, vol. 20, pp. 59–66, 2013.
J. Evans, Y. Liu, J. Chan, and D. Downes, “View synthesis for depth from motion 3d x-ray imaging.” Pattern Recognition Letters, vol. 44, pp. 1863–1873, 2006.
V. Rebuffel and J. Dinten, “Dual-energy x-ray imaging: Benefits and limits,” ECNDT, vol. 1.3.1., 2006.
J. Hubbell and S. Seltzer, “Tables of x-ray mass attenuation coefficients and mass energy-absorption coefficients from 1 kev to 20 mev for elements z = 1 to 92 and 48 additional substances of dosimetric interest,”
NISTIR, vol. 5632, 1995.
S. Chang, H. Lee, and G. Cho, “Application of a dual-energy monochromatic x-ray ct algorithm to polychromatic x-ray ct: a feasibility study,” Nuclear Engineering Technology, vol. 44, pp. 61–70, 2012.
F. Firsching, T. Fuchs, and N. Uhlmann, “Method for dual high energy x-ray imaging with flat panel detectors,” ECNDT, vol. 1.3.1., 2006.
J. Parker, Algorithms for Image Processing and Computer Vision. Wiley, 1997.
S. Khan and W. Chai, “An image enhancement technique of x-ray carry on luggage for detection of contraband/illicit object(s).” IJCSI International Journal of Computer Science Issues, vol. 9, pp. 205–211, 2012.
K. Zuiderveld, “Contrast limited adaptive histogram equalization,” in Graphics gems IV, P. Heckbert, Ed. San Diego: Academic Press Professional, 1994, pp. 474–485.
M. Roomi and R. Rajashankarii, “Detection of concealed weapons in x-ray images using fuzzy k-nn.” International Journal of Computer Science, Engineering and Information Technology, vol. 2, pp. 187–196, 2012.
Downloads
Published
Issue
Section
License
Copyright (c) 2016 International Journal of Electronics and Telecommunications
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
1. License
The non-commercial use of the article will be governed by the Creative Commons Attribution license as currently displayed on https://creativecommons.org/licenses/by/4.0/.
2. Author’s Warranties
The author warrants that the article is original, written by stated author/s, has not been published before, contains no unlawful statements, does not infringe the rights of others, is subject to copyright that is vested exclusively in the author and free of any third party rights, and that any necessary written permissions to quote from other sources have been obtained by the author/s. The undersigned also warrants that the manuscript (or its essential substance) has not been published other than as an abstract or doctorate thesis and has not been submitted for consideration elsewhere, for print, electronic or digital publication.
3. User Rights
Under the Creative Commons Attribution license, the author(s) and users are free to share (copy, distribute and transmit the contribution) under the following conditions: 1. they must attribute the contribution in the manner specified by the author or licensor, 2. they may alter, transform, or build upon this work, 3. they may use this contribution for commercial purposes.
4. Rights of Authors
Authors retain the following rights:
- copyright, and other proprietary rights relating to the article, such as patent rights,
- the right to use the substance of the article in own future works, including lectures and books,
- the right to reproduce the article for own purposes, provided the copies are not offered for sale,
- the right to self-archive the article
- the right to supervision over the integrity of the content of the work and its fair use.
5. Co-Authorship
If the article was prepared jointly with other authors, the signatory of this form warrants that he/she has been authorized by all co-authors to sign this agreement on their behalf, and agrees to inform his/her co-authors of the terms of this agreement.
6. Termination
This agreement can be terminated by the author or the Journal Owner upon two months’ notice where the other party has materially breached this agreement and failed to remedy such breach within a month of being given the terminating party’s notice requesting such breach to be remedied. No breach or violation of this agreement will cause this agreement or any license granted in it to terminate automatically or affect the definition of the Journal Owner. The author and the Journal Owner may agree to terminate this agreement at any time. This agreement or any license granted in it cannot be terminated otherwise than in accordance with this section 6. This License shall remain in effect throughout the term of copyright in the Work and may not be revoked without the express written consent of both parties.
7. Royalties
This agreement entitles the author to no royalties or other fees. To such extent as legally permissible, the author waives his or her right to collect royalties relative to the article in respect of any use of the article by the Journal Owner or its sublicensee.
8. Miscellaneous
The Journal Owner will publish the article (or have it published) in the Journal if the article’s editorial process is successfully completed and the Journal Owner or its sublicensee has become obligated to have the article published. Where such obligation depends on the payment of a fee, it shall not be deemed to exist until such time as that fee is paid. The Journal Owner may conform the article to a style of punctuation, spelling, capitalization and usage that it deems appropriate. The Journal Owner will be allowed to sublicense the rights that are licensed to it under this agreement. This agreement will be governed by the laws of Poland.
By signing this License, Author(s) warrant(s) that they have the full power to enter into this agreement. This License shall remain in effect throughout the term of copyright in the Work and may not be revoked without the express written consent of both parties.
