SUB-PIXEL EDGE DETCTION FOR PHOTOGRAMMETRY USING LAPLACE DIFFERENCE OF GAUSSIAN AND 4TH ORDER ENO INTERPOLATION

被引:8
作者
Pap, Laurence [1 ]
Zou, Ju Jia [1 ]
机构
[1] Univ Western Sydney, Sch Engn, Penrith, NSW 1797, Australia
来源
2010 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING | 2010年
关键词
sub-pixel edge detection; structural health monitoring; photogrammetry;
D O I
10.1109/ICIP.2010.5652041
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In modern photogrammetry for structure health monitoring, the detection of retro reflective targets, play a vital role in the accurate measurement of structural objects. However, due to the limitation of the resolution in photogrammetric equipment, a sufficient accuracy may not be achievable. While existing sub-pixel interpolation techniques may be used to overcome this limitation, they may produce unreliable results when presented with weak edge points. This paper presents a new sub-pixel edge detection algorithm namely, the ENO-LDoG method, which incorporates a high-order ENO interpolation scheme and a Laplace of a difference of Gaussian to accurately determine edge points. Experimental results on sample targets show that a higher precision can be achieved when compared to existing methods.
引用
收藏
页码:2841 / 2844
页数:4
相关论文
共 7 条
[1]   A finite volume method with a modified ENO scheme using a Hermite interpolation to solve advection-diffusion equations [J].
Balaguer, A ;
Conde, C ;
López, JA ;
Martínez, V .
INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING, 2001, 50 (10) :2339-2371
[3]  
Gonzalez R. C., 2008, DIGITAL IMAGE PROCES, p[68, 645]
[4]  
HARTEN A, 1987, J COMPUT PHYS, V71, P231, DOI [10.1016/0021-9991(87)90031-3, 10.1006/jcph.1996.5632]
[5]   Non-linear fourth-order image interpolation for subpixel edge detection and localization [J].
Hermosilla, T. ;
Bermejo, E. ;
Balaguer, A. ;
Ruiz, L. A. .
IMAGE AND VISION COMPUTING, 2008, 26 (09) :1240-1248
[6]   SUBPIXEL MEASUREMENTS USING A MOMENT-BASED EDGE OPERATOR [J].
LYVERS, EP ;
MITCHELL, OR ;
AKEY, ML ;
REEVES, AP .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1989, 11 (12) :1293-1309
[7]  
Zhang X., 2009, INT S COMPUTER NETWO, P1, DOI [DOI 10.1109/EBISS.2009.5138081, DOI 10.1109/IEDM.2009.5424420]