Title :
Structured light stripe boundary detection using steerable filters
Author :
Chen, Yanjun ; Zheng, Jun ; Wang, Kuanquan ; Zuo, Wangmeng
Author_Institution :
Sch. of Comput. Sci. & Technol., Harbin Inst. of Technol., Harbin, China
Abstract :
Accurate stripe boundary detection is crucial for stripe coded structured light based 3-D reconstruction. In this paper, we propose an improved stripe boundary location scheme based on steerable filters. In the proposed scheme, adaptive median filter is first used to smooth the input image by suppressing impulsive and non-impulsive noise. Because of their better orientation selectivity than classical edge operators, steerable filters are further adopted to extract the edge features. Nonmaximum suppression and hysteresis thresholding are finally utilized to determine the edge points. Experimental results show that the proposed scheme is very effective for structured light stripe boundary detection.
Keywords :
edge detection; image reconstruction; median filters; 3D reconstruction; adaptive median filter; nonimpulsive noise suppression; steerable filters; stripe coded structured light; structured light stripe boundary detection; Histograms; Hysteresis; edge detection; hysteresis thresholding; nonmaximum suppression; steerable filter; structured light;
Conference_Titel :
Computer Application and System Modeling (ICCASM), 2010 International Conference on
Conference_Location :
Taiyuan
Print_ISBN :
978-1-4244-7235-2
Electronic_ISBN :
978-1-4244-7237-6
DOI :
10.1109/ICCASM.2010.5620354