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Tytuł artykułu

Adaptive filtration of the colour images with the generalized Distance Directional Filter using the modified HSV colour space

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Warianty tytułu
Konferencja
Computer Applications in Electrical Engineering 2009 [Poznan, 20-22 April, 2009
Języki publikacji
EN
Abstrakty
EN
In the paper some possibilities of using the HSV colour space for the multichannel nage filtering are analysed. The most typical problem with the hue component is its circular character, so for the adaptive filtration the appropriate choice of the "starting" point, known from the conditional ordering, is proposed. Such approach can be useful also or some other colour median filtering methods such as Vector Median Filter, Basic Vector Directional Filter or their combination known as the Distance-Directional Filter. The results of the filtration performed using the most popular methods with the usage of such modified HSV colour space have been compared to the effects of using standard HSV and RGB colour spaces.
Rocznik
Tom
Strony
43--52
Opis fizyczny
Bibliogr. 11 poz.
Twórcy
autor
  • West Pomeranian University of Technology
Bibliografia
  • [l] Astola J., Haavisto P., Neuvo Y.: Vector Median Filters. Proceedings of IEEE, vol. 78 no. 4(1990), p. 678-689.
  • [2] Bartkowiak M., Domański M.: Vector median filters for processing of color images in various colour spaces. Proceedings of the 5-th International Conference on Image Processing and its Applications, Edinburgh, UK, 1995, p. 833-836.
  • [3] Eskicioglu, A., Fisher, P., Chen, S.: Image Quality Measures and Their Performance. IEEE Transactions on Communications, vol. 43 no. 12 (1995), p. 2959-2965.
  • [4] Gola A.: Adaptive method of colour vector ordering for colour images processing. Proceedings of the 10th International Conference on Advanced Computer Systems ACS’2003, Szczecin-Międzyzdroje 2003, p. 307-316.
  • [5] Karakos D.G., Trahanias P.E.: Combining vector median and vector directional filters: The directional-distance filters. Proceedings of the IEEE Conference on Image Processing ICIP-95, p. 171-174.
  • [6] Louverdis G., Vardavoulia M.I., Andreadis I., Tsalides Ph.: A new approach to morphological color image processing. Pattern Recognition 35 (2002) p. 1733— 1741.
  • [7] Okarma K.: Adaptive weighted median filtering of colour images based on various colour spaces. Zeszyty Naukowe Politechniki Poznańskiej seria Elektryka nr 50 (2005), p. 7-17.
  • [8] Trahanias P.E., Venetsanopoulos A.N.: Vector directional filters - A new class of multichannel image processing filters. IEEE Transactions on Image Processing, vol. 2(1993), p. 528-534.
  • [9] Vardavoulia M.I., Andreadis A., Tsalides Ph.: A New Vector Median Filter for Colour Image Processing. Pattern Recognition Letters vol. 22 (2001), p. 675-689
  • [10] Wang, Z., Bovik, A.: A Universal Image Quality Index. IEEE Signal Processing Letters vol. 9 no. 3 (2002), p. 81-84.
  • [11] Wang, Z., Bovik, A., Sheikh, H., Simoncelli, E.: Image Quality Assessment: From Error Measurement to Structural Similarity. IEEE Transactions on Image Processing vol. 13 no. 4 (2004), p. 600-612.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-article-BPP4-0001-0131
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