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