Automatic System for Pollen Recognition Part I. Objects identification
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Published:
Sep 30, 2009
Keywords:
pollen, image analysis, pollen classification, object recognition, microscopic image analysis
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Abstract
In the paper fundamental requirements and rules for pollen grains recognition are presented that are realized by automatic system for recognition and counting of pollens for monitoring purposes. Functionality of the made computerized system are described for analysis and classification of pollens based on defined feature parameters and rules of recognition and identification of objects in human visual system. The system enables web-based data exchange of classification parameters as well as intensity distribution of pollen grains for the species.
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How to Cite
Wawrzyniak , Z. M., & Rapiejko , P. (2009). Automatic System for Pollen Recognition Part I. Objects identification. Alergoprofil, 5(3), 28-35. Retrieved from https://journalsmededu.pl/index.php/alergoprofil/article/view/154
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Copyright: © Medical Education sp. z o.o. This is an Open Access article distributed under the terms of the Attribution-NonCommercial 4.0 International (CC BY-NC 4.0). License (https://creativecommons.org/licenses/by-nc/4.0/), allowing third parties to copy and redistribute the material in any medium or format and to remix, transform, and build upon the material, provided the original work is properly cited and states its license.
Address reprint requests to: Medical Education, Marcin Kuźma (marcin.kuzma@mededu.pl)
References
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24. Wawrzyniak Z., Sochoń J., Jachowicz R., Rapiejko P., Jurkiewicz D.: System komputerowego rozpoznawania gatunków ziaren pyłku (aeroalergenów). Elektronika 2008, XLIX(6): 175-177.
25. Rapiejko P., Wawrzyniak Z.M., Jachowicz R.S., Jurkiewicz D.: Analiza obrazów w automatycznym systemie identyfikacji ziaren pyłku roślin. Acta Agrobotanica 2006, 59(1): 385-393.
26. Rapiejko P., Wawrzyniak Z.M., Jachowicz R.S., Jurkiewicz D.: Image analysis in computer system of pollen recognition. Revista de Rhinologia 2006, 6(1): 46.
27. Rapiejko P., Wawrzyniak Z.M., Jachowicz R.S., Bartkowiak-Emeryk M., Jurkiewicz D.: Automatic system of pollen recognition on the air. Pol. J. Environ. Studies 2006, 15(2a): 661-664.
28. Rapiejko P., Wawrzyniak Z.M., Jachowicz R.S., Jurkiewicz D.: Estimations of feature space parameters for aerobiological analysis of pollen grains. Eur. Respir. J. 2006, 28(Suppl. 50): 679-680.
29. Rapiejko P., Wawrzyniak Z.M., Jachowicz R.S., Jurkiewicz D.: Analiza obrazów w automatyczym systemie identyfikacji ziaren pyłku roślin. Acta Agrobotanica 2006, 59(1): 385-393.
30. Wawrzyniak Z.M., Rapiejko P., Jachowicz R.S., Jurkiewicz D.: Komputerowa analiza obrazów w rozpoznawaniu i klasyfikacji aeroalergenów. Pol. Merk. Lek. 2005, 19(111): 315-318.
31. Wawrzyniak Z.M., Rapiejko P.: Estimations of feature space parameters for aerobiological analysis of pollen grains. Polen 2004, 14: 65.
32. Rapiejko P., Wawrzyniak Z.M., Jachowicz R.S., Jurkiewicz D.: Image analysis in computer system of pollen recognition, Proc. XXV Congress of the European Academy of Allergology and Clinical Immunology, Vienna, Austria, 10-14 June 2006: Abstract Book. Vienna 2006: 260.
33. Rapiejko P., Wawrzyniak Z., Gołębiowska-Wawrzyniak M.: Application of Image Morphological Analysis Methods in Automatic System for Pollen Recognition, Proc. of the XXIII EAACI Congress, 2004: 190-191.
34. Wawrzyniak Z.M., Rapiejko P., Jachowicz R.S.: Komputerowa analiza obrazów w rozpoznawaniu i klasyfikacji ziaren pyłku roślin (aeroalergenów), Mat. Konf. Ogólnopolskie Sympozjum Naukowe – Nowoczesne Techniki w Rynologii i Alergologii. Warszawa, 2004: 19.
35. Jachowicz R., Wawrzyniak Z., Sochoń J.: Metody i algorytmy rozpoznawania ziaren pyłku roślin oparte na szybkiej kompu terowej analizie obrazów, Raport z prac własnych KBN nr 3 T10C 004 28, Instytut Systemów Elektronicznych PW 2007, marzec, 92.
2. Recommendations For Methodology For Routinely Performed Monitoring Of Airborne Pollen. International Association for Aerobiology (IAA). Aerobiologia 1995, 11: 69-70.
3. Rogers Ch., Muilenberg M.: Comprehensive Guidelines For The Operation of Hirst-Type Suction Bioaerosol Samplers Pan-American Aerobiology Association, Standardized Protocols, 2001 [online: http://www.geocities.com/paaaorg/].
4. Alvarez-Cuesta E., Bousquet J., Canonica G.W., Durham S.R., Malling H.J., Valovirtaeaaci E.: Standards For Practical Allergen-Specific Immunotherapy, Immunotherapy Task Force. Allergy 2006, 61(Supl. 82): 1-20.
5. Gage, S.H., Isard, S.A., Colunga-G.M.: Biological scales of motion for dispersal of biota. Agricultural and Forest Meteorology 1999, 97: 249-261.
6. Wood G., Gabriel A.M., Lawson J.C.: Palynological techniques – processing and microscopy. W: Palynology: principles and applications. Jansonius J., McGregor D.C. (red.). AASP Foundation 1996, 1: 29-50.
7. Gassmann M.I., Gardiol J.M.: Weather conditions associated with the potential for pollen recirculation in a coastal area. Meteorological Applications 2007, 14(1): 39-48.
8. Ogden E.C., Raynor G.S., Hayes J.V.: Manual for sampling airborne pollen. New York, Hafener Press, 1974.
9. Hirst J.M.: An automatic volumetric spore trap. Ann. Appl. Biol. 1952, 39: 257-265.
10. D’Amato G., Spieksma F.Th.M., Bonini S. (red.). Allergenic pollen and pollinosis in Europe. London, Blackwell Scientific Publications, 1991.
11. Zwick H., Popp W., Jäger S., Wagner C., Reiser K., Mora K.F.: Pollen sensitization and allergy in children depend on the pollen load. Allergy 1991, 46: 362-366.
12. D’Amato G., Liccardi G., D´Amato M., Cazzola M.: Outdoor air pollution climatic changes and allergic bronchial asthma. Eur. Respir. J. 2002, 20: 763-776.
13. Beggs P.: Pollen and pollen antigens as triggers of asthma – what to measure? Atmospheric Environment 1998, 32: 1777-1783.
14. Carińanos P., Alcázar P., Galán C., Navarro R., Domínguez E.: Aerobiology as a tool to help in episodes of occupational allergy in work places. J. Invest. Allergol. Clin. Immunol. 2004, 14(4): 300-308.
15. Erdtman G.: Handbook of Palinology. New York, Hafner Publishing Co., 1969.
16. Subiza J.: How to interpret pollen counts. Alergol. Immunol. Clin. 2001, 16: 59-65.
17. Airborne Pollens and Spores, A Guide to Trapping and Counting. The British Aerobiology Federation, Hearts, United Kingdom, 1995.
18. [online: http://www.bio.uu.nl/~palaeo/glossary/glos-int.htm].
19. Playford G., Dettmann M.E.: Spores, W: Palynology: principles and applications, vol. 1, Principles. Jansonius J., McGregor D.C. (red.). American Association of Stratigraphic Palynologists, Foundation, College Station, Tex., 1996: 227-260.
20. Dybova-Jachowicz S., Sadowska A.: Palinologia. Wyd. Instytutu Botaniki PAN, Kraków 2003: 411.
21. Sulmont G., Laine C., Sulmont D., Dupuy N., Lachasse Ch., Thibaudon M.: The Pollen Content of the Air Identification Key. Reseau National De Surveillance Aerobiologique (RNSA), Studio Bouquet, Saint Etienne.
22. The Australasian Pollen and Spore Atlas [online: http://palaeoworks.anu.edu.au/databases].
23. Mundhenk T.N., Itti L.: Computational modeling and exploration of contour integration for visual saliency. Biological Cybernetics 2005, 93(3): 188-212.
24. Wawrzyniak Z., Sochoń J., Jachowicz R., Rapiejko P., Jurkiewicz D.: System komputerowego rozpoznawania gatunków ziaren pyłku (aeroalergenów). Elektronika 2008, XLIX(6): 175-177.
25. Rapiejko P., Wawrzyniak Z.M., Jachowicz R.S., Jurkiewicz D.: Analiza obrazów w automatycznym systemie identyfikacji ziaren pyłku roślin. Acta Agrobotanica 2006, 59(1): 385-393.
26. Rapiejko P., Wawrzyniak Z.M., Jachowicz R.S., Jurkiewicz D.: Image analysis in computer system of pollen recognition. Revista de Rhinologia 2006, 6(1): 46.
27. Rapiejko P., Wawrzyniak Z.M., Jachowicz R.S., Bartkowiak-Emeryk M., Jurkiewicz D.: Automatic system of pollen recognition on the air. Pol. J. Environ. Studies 2006, 15(2a): 661-664.
28. Rapiejko P., Wawrzyniak Z.M., Jachowicz R.S., Jurkiewicz D.: Estimations of feature space parameters for aerobiological analysis of pollen grains. Eur. Respir. J. 2006, 28(Suppl. 50): 679-680.
29. Rapiejko P., Wawrzyniak Z.M., Jachowicz R.S., Jurkiewicz D.: Analiza obrazów w automatyczym systemie identyfikacji ziaren pyłku roślin. Acta Agrobotanica 2006, 59(1): 385-393.
30. Wawrzyniak Z.M., Rapiejko P., Jachowicz R.S., Jurkiewicz D.: Komputerowa analiza obrazów w rozpoznawaniu i klasyfikacji aeroalergenów. Pol. Merk. Lek. 2005, 19(111): 315-318.
31. Wawrzyniak Z.M., Rapiejko P.: Estimations of feature space parameters for aerobiological analysis of pollen grains. Polen 2004, 14: 65.
32. Rapiejko P., Wawrzyniak Z.M., Jachowicz R.S., Jurkiewicz D.: Image analysis in computer system of pollen recognition, Proc. XXV Congress of the European Academy of Allergology and Clinical Immunology, Vienna, Austria, 10-14 June 2006: Abstract Book. Vienna 2006: 260.
33. Rapiejko P., Wawrzyniak Z., Gołębiowska-Wawrzyniak M.: Application of Image Morphological Analysis Methods in Automatic System for Pollen Recognition, Proc. of the XXIII EAACI Congress, 2004: 190-191.
34. Wawrzyniak Z.M., Rapiejko P., Jachowicz R.S.: Komputerowa analiza obrazów w rozpoznawaniu i klasyfikacji ziaren pyłku roślin (aeroalergenów), Mat. Konf. Ogólnopolskie Sympozjum Naukowe – Nowoczesne Techniki w Rynologii i Alergologii. Warszawa, 2004: 19.
35. Jachowicz R., Wawrzyniak Z., Sochoń J.: Metody i algorytmy rozpoznawania ziaren pyłku roślin oparte na szybkiej kompu terowej analizie obrazów, Raport z prac własnych KBN nr 3 T10C 004 28, Instytut Systemów Elektronicznych PW 2007, marzec, 92.