Title :
The Application of Improved Canny Algorithm in Internal Waves´ Parameters from MODIS Remote Sensing Images
Author :
Chen, Fang-Fang ; Jiang, Xing-Fang ; Jiang, Zhong-Yi
Author_Institution :
Sch. of Math. & Phys., Jiangsu Polytech. Univ., Changzhou, China
Abstract :
The improved Canny algorithm was presented about the issue of weak signal in a MODIS remote sensing image on oceanic internal waves. First, the threshold method was used to filter out the noise of the remote sensing image. Second, the Canny algorithm was used to detect edges and then edges of some oceanic internal wave crests were thinned. At last, the curves were determined by straight-line fitting equation. The propagation directions were obtained from north by west 47°to 76° in the northeast of Dongsha Islands. The range of wavelengths in the examples was from 1.1 to 3.5km. The result indicated two points. The first one was that the MODIS remote sensing image whose resolution was 250m could be used to study oceanic internal waves. The second one was that the improved Canny algorithm adopted to extract parameters of oceanic internal waves was feasible.
Keywords :
geophysical image processing; ocean waves; oceanographic techniques; remote sensing; Dongsha Islands; MODIS remote sensing image; improved Canny algorithm; information optics; internal wave parameters; oceanic internal wave crests; propagation directions; straight-line fitting equation; threshold method; Detectors; Earth Observing System; Filters; Guidelines; Image edge detection; Image resolution; MODIS; Mathematics; Physics; Remote sensing;
Conference_Titel :
Photonics and Optoelectronic (SOPO), 2010 Symposium on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-4963-7
Electronic_ISBN :
978-1-4244-4964-4
DOI :
10.1109/SOPO.2010.5504190