Title :
CCD Infrared Image Segmentation Using Watershed Algorithm
Author :
Cheng, Li ; Yan, Li ; Shangchun, Fan
Author_Institution :
Sch. of Instrum. Sci. & Opto-Electron. Eng., Beijing Univ. of Aeronaut. & Astronaut., Beijing, China
Abstract :
In recent years, the watershed line has emerged as a primary tool of mathematical morphology for image segmentation, though the application of watershed algorithms to an image is often disappointing. Based on the mathematical morphology, this paper develops a general purpose watershed segmentation algorithm used for the automatic segmentation in regions of pedestrians of infrared image. The approaches of watershed image segmentation algorithm and key processes are presented. Then the experimental system is established by using the infrared CCD device for pedestrian image detection. The image segmentation results, produced by the developed algorithm in the experiment, show that the watershed method can implement the automatic detection and segmentation for the characteristic information in regions of interest of image.
Keywords :
charge-coupled devices; image segmentation; mathematical morphology; object detection; CCD infrared image segmentation; general purpose watershed segmentation algorithm; infrared CCD device; mathematical morphology; pedestrian image detection; regions of interest; Charge coupled devices; Corrosion; Histograms; Image edge detection; Image segmentation; Morphology; Pixel; CCD; image segmentation; infrared image; mathematical morphology; watershed algorithm;
Conference_Titel :
Measuring Technology and Mechatronics Automation (ICMTMA), 2011 Third International Conference on
Conference_Location :
Shangshai
Print_ISBN :
978-1-4244-9010-3
DOI :
10.1109/ICMTMA.2011.172