Methods for evaluating the quality of edge detectors operation in MATHCAD software package
Keywords:
quality, detector, edge, criterion, imagesAbstract
A technique is developed for evaluating the quality of edge detector operation in Mathcad package, which makes it possible to estimate effectiveness of edge detectors in their work with various types of images and to use the obtained research results for elaboration of scientific and educational materials for image processing-related disciplines.
References
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І. V. Mykylka // Scientific Works of Vinnytsia National Technical University. – 2012. – №3. Access mode to journal: https://works.vntu.edu.ua/index.php/works/article/view/345/343.
2. Zukerman I. I. Digital coding of TV images / I. I. Zukerman, B. М. Katz, D. S. Lebedev. – М. : Radio and communication, 1981. – 240 p. (Rus).
3. Bilynskyi Y. Y. Method of light shade boundary determination of refractometric measuring tools /
Y. Y. Bilynskyi // Bulletin of Khmelnitski National University. – 2006. – № 2. – P. 62 – 66. (Ukr).
4. Belikova Т. P. Certain methods of digital preparation of images. Digital processing of signals and its application / Т. P. Belikova. – М. : Nauka, 1981. – P. 280. (Rus).
5. Coleman G. Image Segmentation by Clustering / G. Coleman, H. Andrew // In Proceedings of IEEE. – 1979. – Vol. 67. – Р. 773 – 785.
6. Online fast measurement of section sizes of three-dimensional objects using binary image analysis / W. Ren,
Y. Wang, H. Zhu, P. Sun [et al] // Opt. Eng. – 1998. – Vol. 37, № 6. – P. 1740 – 1745.
7. Filtration of biomedical images by OpenCV methods [Electronic resource]. – Access mode: http://ki.tneu.edu.ua/view/showResearch/imageFiltration.php (Ukr).
8. A computational approach to edge detection [Electronic resource] / J. Canny // IEEE Transactions on pattern analysis and machine intelligence. – 1986. – Vol. PAMI-8, № 6. – . Access mode: https://perso.limsi.fr/vezien/PAPIERS_ACS/canny1986.pdf.
9. Gonsales R. Digital processing of images / Gonsales R., Woods R. ; Translated from English by P. A. Chochia. – М. : Technosphere. – 2006. – 1070 p. (Rus).
10. Rusyn B. P. Systems of synthesis, processing and recognition of complex-constructed images /
B. P. Rusyn. – L. : Vertical. – 1997. – P. 264. (Rus).
11. Pratt W. Digital processing of images. Books 1, 2 / Pratt W. ; Translated from English by D. S. Lebedev . – М. : Mir, 1982. – P.790. (Rus).
12. Wezerl W. Assessment of image quality. Design of optical systems / Wezerl W. ; Under editorship of
R. Shennon, J. Viante. – М. : Mir, 1983. – P. 398. (Rus).
13. Bilynskyi Y. Y. Noise attenuation in the problems of object edge detection on the image /
Y. Y. Bilynskyi // Eastern-European journal of advanced technologies. – 2008. – № 3/2 (33). – P. 9 – 13. (Ukr).
14. Bilynskyi Y. Y. Methods of images processing in computer-based opto-electronic systems : Monograph /
Y. Y. Bilynskyi. – Vinnytsia : VNTU, 2010. – P.272. (Ukr).
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Published
2017-06-22
How to Cite
[1]
Y. Bilynskyi, B. Knysh, and Y. Kulik, “Methods for evaluating the quality of edge detectors operation in MATHCAD software package”, Works of VNTU, no. 2, Jun. 2017.
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Automatics and Information Measuring Facilities
