American Journal of Information Science and Computer Engineering
Articles Information
American Journal of Information Science and Computer Engineering, Vol.1, No.2, Jul. 2015, Pub. Date: Jun. 8, 2015
A Study on Geometric Model of CCD Camera Based on Projective Geometry
Pages: 33-37 Views: 2232 Downloads: 1128
Authors
[01] Sun Yu, Dept. of Computer Science & Technology, Xi’an University of Science and Technology, Xi’an, China.
Abstract
Aiming at enhancing the spatial coordinates precision solved from 2D images, a new method for calculation of 3D model coordinate transformation between image side and object side space is proposed based on projective geometry. CCD camera imaging geometric principle is analyzed based on perspective transformation and cross-ratio invariant properties. Imaging geometric model based on linear feature is established using the relationship of parallel, perpendicular and intersecting between straight lines. With acquired photographs and camera parameters, the shape and size of the corresponding scene space is deduced and proved on the basis of the cross ratio invariability of collinear points with perspective projection. The coordinate transformation between image side and object side space of the 3D model is calculated. And perspective correspondence from image side to object side space is built. Experimental results prove that calculation accuracy of the spatial points coordinates can be enhanced using image geometric information. The method can be applied to enhance the precision of image feature extraction and location of geometric features such as circle, and to increase the measurement precisiong of the photogrammetry system and 3-D coordinate reconstruction.
Keywords
CCD Camera, Projective Geometry, Perspective Transformation, Cross Ratio, Imaging Model
References
[01] FENG Wenhao, LI Jiansong, YAN Li. Creation of Distortion Model for Digital Camera Based on 2D DLT [J]. Geomatics and Information Science of Wuhan University, 2004, 29(3): 254-258. (in Chinese).
[02] ZHAO Shuangming, RAN Xiaoya, GUO Xinhong. Geometric model of CE-1 stereo camera [J]. Science of Surveying and Mapping, 2011, 36(6): 112-114. (in Chinese).
[03] LIU Songlin, HA Changliang, HAO Xiangyang. Line Scanor Cameras Imaging Model Based on Machine Vision [J]. Journal of Zhengzhou Institute of Surveying and Mapping, 2006, 23(5): 387-390. (in Chinese).
[04] Janne H, Olli S. A Four-step Camera Calibration Procedure with Implicit Image Correction [EB/OL]. http://www.vision.caltech.edu/bouguetj/calib_doc/papers/heikkila97.pdf. (1997-11-21).
[05] Atkinsn K B. Close Range Photogrammetry and Machine Vision. Department of Photogrammetry and Surveying, University of London, 1996.
[06] Fraser C S. The Metric Impact of Reduction Optics in Digital Cameras. Photogrammetric Record, 1996, 15(87):437~446.
[07] LI Zhanli, LIU Mei, SUN Yu. Research on calculation method for the projection of circular target center in photogrammetry [J]. Chinese Journal of Scientific Instrument, 2011, 32(10): 2235-2241. (in Chinese).
[08] ZHOU F Q, ZHANG G J, JIANG J. High accurate non-contact method for measuring geometric parameters of spatial circle [J]. Chinese Journal of Scientific Instrument,2004, 25( 5) : 604-607.(in Chinese).
[09] LIN G Y, CHEN X, ZHANG W G. High precision measurement method of parameters of plane circle based on stereo vision [J]. Application Research of Computers, 2010, 27( 3) : 1183-1186. (in Chinese).
[10] WANG B F, FAN SH H. Matching Homologous points based on photographs in computer vision [J]. Journal of Zhengzhou Institute of Surveying and Mapping, 2006, 23( 6) : 451-454. (in Chinese).
[11] LOURAKIS M I A, ARGYROS A A. The design and implementation of a generic sparse bundle adjustment software package based on the Levenberg-Marquardt algorithm [R]. Technical Report FORTH-ICS/TR-340, 2004.
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