EXTRACTION OF LEFT VENTRICULAR CONTOURS FROM VENTRICULOGRAMS WITH LABELING OF IMAGE PIXELS BY ACTIVE CONTOURS
DOI:
https://doi.org/10.47839/ijc.11.2.555Keywords:
Wavelet transform, left ventriculogram, active contours.Abstract
The method of the extraction of left ventricular contours is developed for ventriculograms which obtained by radiological research of heart with the angiographic system. The proposed method includes the underlining of left ventricular contours through the repagular wavelet transform and labeling the pixels of image by active contours that reduced the error of detection of the edge and the area of left ventricle.References
N. N. Kryukov, E. N. Nikolaevskiy, V. P. akov, Ischemic heart desease (modern aspects of clinic, diagnostics, treatment, prophylaxis, medical rehabilitation, examination), Samara, 2010. 651 p. (in Russian).
A. Bravo, M. Vera, R. Medina, Edge detection in ventriculograms using support vector machine classifiers and deformable models, Lecture Notes in Computer Science, 4756 (2007). p. 793-802.
M. V. Polyakova, V. N. Krylov, N. A. Gulyaeva, T. V. Pruschak, Control automatic system of analysis and recognition of ventriculograms on a base of the repagular wavelet transform, International Journal of Computing, (9) 4 (2010), p. 335-344. (in Russian).
K. Suzuki, I. Horiba, N. Sugie, M. Nanki, Extraction of left ventricular contours from left ventriculograms by means of a neural edge detector, IEEE Transactions on Medical Imaging, (23) 3 (2004). p. 330-339.
C. Xu, J. L. Prince, Snakes, shapes, and gradient vector flow, IEEE Trans. Image Processing, (7) 3 (1998). p. 359-369.
B. Li, S. T. Action, Active contour external force using vector field convolution for image segmentation, IEEE Trans. on Image Processing, (16) 8 (2007). p. 2096-2105.
C. Rogab, S. Itzerott, B. U. Schneider, H. Kaufmann, R. F. Huttl, Edge segmentation by alternating vector field convolution snake, Internation J. of Computer Science and Network Security, (9) 8 (2009). p. 123-131.
L. D. Cohen, I. Cohen, Finite-element methods for active contour models and balloons for 2-D and 3-D images, IEEE Trans. Pattern Anal. Mach. Intell., (15) 11 (1993). p. 1131-1147.
A. A. Samarskij, A. V. Gulin, Numeral methods, Moscow, 1989, 432 p. (in Russian).
A. F. Izmailov, M. V. Solodov, Numeral methods of optimization, Moscow, 2003, 300 p. (in Russian).
R. Gonsales, R. Woods, Digital image processing, Moscow, 2005, 1072 p. (in Russian).
P. F. Cohn, J. A. Levin, G. A. Bergeron, R. Gorlin, Reproducibility of the angiographic left ventricular ejection fraction in patients with coronary artery disease, Amer. Heart J. 88 (1974). p. 713-720.
Downloads
Published
How to Cite
Issue
Section
License
International Journal of Computing is an open access journal. Authors who publish with this journal agree to the following terms:• Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
• Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgement of its initial publication in this journal.
• Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work.