Title :
An improved Harris corner distraction method based on B_spline
Author :
Jin-Ping, Zhang ; Yong-Xiang, Lian ; Chun-Wang, Jiao ; Da-Meng, Guo ; Jie, Liu
Author_Institution :
Sch. of Mech. Eng., Shenyang Univ. of Chem. Technol., Shenyang, China
Abstract :
An improved Harris corner detection method is proposed based on B_spline. Since the inherent characteristic of the Harris corner detection algorithms theory, It has shortcomings such as this corner has large redundancy or some corner will lose and so on. However, B-spline has stronger convergence and well approaching to given function. So in the new method, the B_spline filter operator is used in the filter and B_Spline differential operator is as the differential coefficient in this enhanced Harris corner detection algorithm. Finally, the work piece corner extraction is as an example to verify this method. The experimental results show that this algorithm to extract the corner point is feasible and the corner point redundancy has greatly decreased.
Keywords :
differential equations; edge detection; splines (mathematics); B_spline differential operator; B_spline filter operator; Harris corner detection method; Change detection algorithms; Detection algorithms; Detectors; Differential equations; Eigenvalues and eigenfunctions; Filters; Gaussian processes; Image edge detection; Mechanical engineering; Spline; B_spline differential operator; B_spline filter; Corner Detection; Harris algorithm;
Conference_Titel :
Information Management and Engineering (ICIME), 2010 The 2nd IEEE International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-5263-7
Electronic_ISBN :
978-1-4244-5265-1
DOI :
10.1109/ICIME.2010.5478127