WASET
	%0 Journal Article
	%A Sungho Kim and  Chaehoon Park and  Yukyung Choi and  Soon Kwon and  In So Kweon
	%D 2012
	%J International Journal of Computer and Information Engineering
	%B World Academy of Science, Engineering and Technology
	%I Open Science Index 68, 2012
	%T Feature Point Detection by Combining Advantages of Intensity-based Approach and Edge-based Approach
	%U https://publications.waset.org/pdf/11793
	%V 68
	%X In this paper, a novel corner detection method is
presented to stably extract geometrically important corners.
Intensity-based corner detectors such as the Harris corner can detect
corners in noisy environments but has inaccurate corner position and
misses the corners of obtuse angles. Edge-based corner detectors such
as Curvature Scale Space can detect structural corners but show
unstable corner detection due to incomplete edge detection in noisy
environments. The proposed image-based direct curvature estimation
can overcome limitations in both inaccurate structural corner detection
of the Harris corner detector (intensity-based) and the unstable corner
detection of Curvature Scale Space caused by incomplete edge
detection. Various experimental results validate the robustness of the
proposed method.
	%P 1055 - 1060