Title :
Study of segmentation method based on infrared images and visible-light images
Author :
Changzheng Liu ; Guiyun Ye ; Hui Wang
Author_Institution :
Higher Educ. Key Lab. for Meas. & Control Technol. & Instrumentations of Heilongjiang Province, Harbin Univ. of Sci. & Technol., Harbin, China
Abstract :
A technique based on infrared images acquisition from infrared thermal imaging technology combined visible-light images for image segmentation is introduced. Under the same hardware (infrared camera) acquisition devices captured the same point of the visible-light images and infrared images. The infrared image is used LOG operator to be objective edge. Then gets the original boundary to the larger lattice re-sampling, purpose to eliminate affected with infrared images by noise and ignores the breakpoints edge, the boundary chain code can be shorter. The boundary pixel record with 8 directions chain code. Use the chain code with the visible-light image from the same point of view for image segmentation. Thus, it can get the region of interest (ROI). Use to characteristics of infrared images low-resolution and less information, but sharp change on the edge. Ignore deal on the internal details of the object-region and focus to object-boundary. Use to characteristics of visible-light images color and texture information. Experimental results demonstrate that the Infrared images and visible-light images combined for image segmentation is effective and efficient.
Keywords :
edge detection; image colour analysis; image segmentation; image texture; infrared imaging; LOG operator; boundary chain code; boundary pixel record; image segmentation method; infrared image acquisition; infrared thermal imaging technology; object-boundary; visible-light image color information; visible-light image texture information; Educational institutions; Green products; Image edge detection; Image segmentation; Temperature dependence; Freeman chain code; edge detection; image segmentation; infrared image;
Conference_Titel :
Strategic Technology (IFOST), 2011 6th International Forum on
Conference_Location :
Harbin, Heilongjiang
Print_ISBN :
978-1-4577-0398-0
DOI :
10.1109/IFOST.2011.6021200