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GPU-based distortion correction for CMOS positioning camera using star point measurement
Bu, Fan; Yao, Dalei; Qiu, Yuehong; Cao, Weicheng; Wang, Li
2018-12-18
会议名称4th IEEE Information Technology and Mechatronics Engineering Conference, ITOEC 2018
会议录名称Proceedings of 2018 IEEE 4th Information Technology and Mechatronics Engineering Conference, ITOEC 2018
会议日期2018-12-14
会议地点Chongqing, China
出版者Institute of Electrical and Electronics Engineers Inc.
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摘要

Due to machining errors and assembly errors, the optical system of the camera is somewhat different from the ideal model through the pinholes. That means, there are different degrees of non-linear optical distortion between the ideal image and the actual image formed by the camera. In order to improve the positioning accuracy of the camera, distortion correction should be done. This paper puts forward a GPU-Based Star Calibration and Proofreading Algorithm (GBSC-PA). This algorithm is completed by CUDA programmable graphics processor technologies, and a number of lens distortion coefficients are solved using star point images. Moreover, the optimal distortion correction matrix can be used to improve the accuracy and speed of the algorithm greatly. Through the experimental measurements and simulation, the feasibility and efficiency of the new algorithm are verified. Compared with the conventional correction algorithm based on CPU, the speed-up ratio of GPU-based parallel program can be reached to 43.094. © 2018 IEEE.

作者部门空间光学技术研究室
DOI10.1109/ITOEC.2018.8740375
收录类别EI ; CPCI
ISBN号9781538653739
语种英语
WOS记录号WOS:000491408500245
EI入藏号20192807156926
引用统计
文献类型会议论文
条目标识符http://ir.opt.ac.cn/handle/181661/31588
专题空间光学技术研究室
作者单位Space Optical Technology Research Department, Xi'An Institute of Optics and Precision Mechanics of CAS, Xi'an, China
推荐引用方式
GB/T 7714
Bu, Fan,Yao, Dalei,Qiu, Yuehong,et al. GPU-based distortion correction for CMOS positioning camera using star point measurement[C]:Institute of Electrical and Electronics Engineers Inc.,2018.
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