DocumentCode :
2229905
Title :
Image distortion correction algorithm based on lattice array coordinate projection
Author :
Luo, Xiao ; Han, Baoling ; Baoling Han ; Zhao, Xiaochuan
Author_Institution :
Sch. of Mechatronical Eng., Beijing Inst. of Technol., Beijing, China
Volume :
2
fYear :
2010
fDate :
20-22 Aug. 2010
Abstract :
In order to improve the accuracy of image detection and target recognition, this paper presents an image distortion correction algorithm based on quadrilateral fractal approach controlling points. This method uses standard lattice image to be the measuring target, determines the coordinate by combining mathematical morphology and sliding neighborhood operation, and then Adopt simple linear regression analysis for optical center and establish coordinate system, finally proposes Two-step and one-dimensional gray linear interpolation backward mapping algorithm to define the pixel intensity. An image acquisition hardware system is designed contains TMS320DM6437 and taking a building as target. Experiments with above method have shown that this algorithm can correct distortion in short time without loss edge information.
Keywords :
data acquisition; image processing; mathematical morphology; object detection; regression analysis; edge information; image acquisition hardware system; image distortion correction algorithm; lattice array coordinate projection; linear regression analysis; mathematical morphology; quadrilateral fractal; target recognition; Adaptive optics; Optical control; Optical distortion; Optical imaging; correction; image distortion; machine vision;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advanced Computer Theory and Engineering (ICACTE), 2010 3rd International Conference on
Conference_Location :
Chengdu
ISSN :
2154-7491
Print_ISBN :
978-1-4244-6539-2
Type :
conf
DOI :
10.1109/ICACTE.2010.5579608
Filename :
5579608
Link To Document :
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