PL EN


Preferencje help
Widoczny [Schowaj] Abstrakt
Liczba wyników
Tytuł artykułu

Experimental Study on Multivalued Phantoms Using Different Filters in the DART Algorithm

Autorzy
Wybrane pełne teksty z tego czasopisma
Identyfikatory
Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
In our previous paper [10] we proposed new variants of the Discrete Algebraic Reconstruction Technique with combined filtering technique and performed experiments on binary software phantoms within a new test framework to investigate the effect of the filters. Continuing our work, in this paper we extend our study to multivalued phantoms for a deeper investigation in this field. We create a new test phantom set with different intensity levels and perform a comprehensive experimental study. The results are evaluated with Relative Mean Error which is extended to multivalued discrete phantoms. We use a ranking system to create different views to our quantitative data. Finally, the achievements are discussed.
Wydawca
Rocznik
Strony
207--231
Opis fizyczny
Bibliogr. 17 poz., rys., tab.
Twórcy
autor
  • University of Szeged, Institute of Informatics Árpád tér 2., H-6720 Szeged, Hungary
Bibliografia
  • [1] Balaskó, M., Sváb, E., Kiss, Z., Tanács, A., Nagy, A., Kuba, A.: Study of the inner structure of a damaged control rod by neutron- and X-ray radiography and discrete tomography, DEStech Publications, Lancaster, 2008, 294 – 303.
  • [2] Batenburg, K., Sijbers, J.: Dart: A Fast Heuristic Algebraic Reconstruction Algorithm for Discrete Tomography, Image Processing, 2007. ICIP 2007. IEEE International Conference on, 4, Sept 2007, ISSN 1522-4880.
  • [3] Batenburg, K. J., Sijbers, J.: DART: A Practical Reconstruction Algorithm for Discrete Tomography, IEEE Transactions on Image Processing, 20(9), 2011, 2542–2553.
  • [4] Chaudhury, K.: Acceleration of the Shiftable O(1) Algorithm for Bilateral Filtering and Nonlocal Means, Image Processing, IEEE Transactions on, 22(4), April 2013, 1291–1300, ISSN 1057-7149.
  • [5] Chaudhury, K., Sage, D., Unser,M.: Fast O(1) Bilateral Filtering Using Trigonometric Range Kernels, Image Processing, IEEE Transactions on, 20(12), Dec 2011, 3376–3382, ISSN 1057-7149.
  • [6] Hantos, N., Balázs, P.: Image Enhancement by Median Filters in Algebraic Reconstruction Methods: An Experimental Study, in: Advances in Visual Computing (G. Bebis, R. Boyle, B. Parvin, D. Koracin, R. Chung, R. Hammound, M. Hussain, T. Kar-Han, R. Crawfis, D. Thalmann, D. Kao, L. Avila, Eds.), vol. 6455 of Lecture Notes in Computer Science, Springer Berlin Heidelberg, 2010, ISBN 978-3-642-17276-2, 339–348.
  • [7] Herman, G., Kuba, A.: Advances in Discrete Tomography and Its Applications, Applied and Numerical Harmonic Analysis, Birkh¨auser, 2007, ISBN 978-0-8176-4543-4.
  • [8] Kuba, A., Herman, G. T., Matej, S., Todd-Pokropek, A.: Medical applications of discrete tomography., in: Discrete mathematical problems with medical applications. DIMACS workshop, DIMACS Center, Princeton, NJ, USA, December 8–10, 1999, Providence, RI: AMS, American Mathematical Society, 2000, ISBN 0-8218-2096-6, 195–208.
  • [9] Maestre-Deusto, F., Scavello, G., Pizarro, J., Galindo, P.: ADART: An Adaptive Algebraic Reconstruction Algorithm for Discrete Tomography, IEEE Transactions on Image Processing, 20(8), Aug 2011, 2146–2152, ISSN 1057-7149.
  • [10] Nagy, A.: Smoothing Filters in the DART Algorithm, in: Combinatorial Image Analysis (R. Barneva, V. Brimkov, J. ˇSlapal, Eds.), vol. 8466 of Lecture Notes in Computer Science, Springer International Publishing, 2014, ISBN 978-3-319-07147-3, 224–237.
  • [11] Nagy, A., Kuba, A.: Reconstruction of binary matrices from fan-beam projections, Acta Cybern., 17(2), 2006, 359–383.
  • [12] Pereira, L. F. A., Roelandts, T., Sijbers, J.: Inline 3D X-ray Inspection of Food using Discrete Tomography, InsideFood Symposium, Leuven, Belgium, 2013.
  • [13] Schüle, T., Schnörr, C.,Weber, S., Hornegger, J.: Discrete tomography by convex-concave regularization and D.C. programming, Discrete AppliedMathematics, 151(13), 2005, 229–243, ISSN 0166-218X, International Workshop on Combinatorial Image Analysis.
  • [14] Tomasi, C., Manduchi, R.: Bilateral filtering for gray and color images, Computer Vision, 1998. Sixth International Conference on, Jan 1998.
  • [15] Varga, L., Balázs, P., Nagy, A.: Projection Selection Algorithms for Discrete Tomography, in: Advanced Concepts for Intelligent Vision Systems (J. Blanc-Talon, D. Bone, W. Philips, D. Popescu, P. Scheunders, Eds.), vol. 6474 of Lecture Notes in Computer Science, Springer Berlin Heidelberg, 2010, ISBN 978-3-642-17687-6, 390–401.
  • [16] Varga, L., Balázs, P., Nagy, A.: Direction-dependency of binary tomographic reconstruction algorithms, GraphicalModels, 73(6), 2011, 365 – 375, ISSN 1524-0703, ComputationalModeling in Imaging Sciences.
  • [17] Varga, L. G., Balázs, P., Nagy, A.: An energy minimization reconstruction algorithm for multivalued discrete tomography, Computational Modelling of Objects Represented in Images: Fundamentals, Methods and Applications III (P. D. Giamberardino, D. Iacoviello, R. M. N. Jorge, J. M. R. S. Taveres, Eds.), CRC Press - Taylor and Frances Group, London, 2012.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-0bf0443d-56b5-4e4d-89f7-9ad6d2b3b19e
JavaScript jest wyłączony w Twojej przeglądarce internetowej. Włącz go, a następnie odśwież stronę, aby móc w pełni z niej korzystać.