USING THE GPU TO DETERMINING THE AREA THE FLAME IN THE VISION DIAGNOSTIC SYSTEM
Daniel Sawicki
d.sawicki@pollub.plPolitechnika Lubelska, Wydział Elektrotechniki i Informatyki, Instytut Elektroniki i Technik Informacyjnych (Poland)
Abstract
This paper presents possibility of using GPU to determine the edge of the image pulverized combustion coal. Compared are the operation time and the accuracy of edge detection area of the flame. Used a method based on the active contour model Chan-Vese. The results show that there was a significant acceleration of the operation (up to 400%).
Keywords:
edge detection, flame, combustion, gpuReferences
Canny, J.: A Computational Approach To Edge Detection, IEEE Trans. Pattern Analysis and Machine Intelligence, 8, 1986, 679-714.
Google Scholar
Chan T., Sandberg Y. L.: Active contours without edges for Vector-valued Image, Journal of Visual Communication and Image Representation 11, 2000, 130-141.
Google Scholar
Chan T., Vese L.: Active contours without edges, IEEE Transaction on Image Processing 10, 2001, 266-277.
Google Scholar
Fung J., Mann S.: Using graphics devices in reverse: GPU-based Image Processing and Computer Vision, IEEE International Conference on Multimedia and Expo, Hannover, Germany, 2008, 9-12.
Google Scholar
Golec T.: Współspalanie biomasy w kotłach energetycznych, Energetyka i Ekologia 7, 2004, 437-444.
Google Scholar
Kotyra A., Sawicki D., Gromaszek K., Smolarz A.: Wykorzystanie konturu aktywnego do określania obszaru płomienia w wizyjnym systemie diagnostycznym, Elektronika: konstrukcje, technologie, zastosowania 6, 2012, 27-28.
Google Scholar
Kotyra A., Wójcik W.: Wykorzystanie cech obrazu płomienia do oceny procesu spalania, PAK vol. 55, nr 2/2009.
Google Scholar
NVIDIA CUDA Programming Guide 4.0, 2012.
Google Scholar
NVIDIA, CUDA API Reference Manual, Version 4.1, 2011.
Google Scholar
Xingxing S, Fuzhen H.: Flame detection based on C-V active contour model, International Conference on Artificial Intelligence and Computational Intelligence 2009.
Google Scholar
Authors
Daniel Sawickid.sawicki@pollub.pl
Politechnika Lubelska, Wydział Elektrotechniki i Informatyki, Instytut Elektroniki i Technik Informacyjnych Poland
Statistics
Abstract views: 135PDF downloads: 57
License
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Most read articles by the same author(s)
- Daniel Sawicki, COMBUSTION PROCESS STATE CLASSIFICATION BASED ON FLAME IMAGE ANALYSIS , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 6 No. 4 (2016)
- Daniel Sawicki, Andrzej Kotyra, COMPARISION OF SELECTED FLAME AREA DETECTION METHODS IN VISION DIAGNOSTIC SYSTEM , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 3 No. 4 (2013)
- Daniel Sawicki, FLAME MONITORING USING IMAGE CLASSIFICATION , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 6 No. 1 (2016)
