期刊文献+

重叠畸变区域下PTZ主从摄像机定标方法研究

Research on Master-slave Calibration Method by PTZ Camera Under Overlapping and Distorted Area
下载PDF
导出
摘要 针对传统摄像机覆盖面不足、镜头成像畸变等问题,结合PTZ摄像机可灵活控制的特性,采用镜头畸变处理算法,提出一种重叠畸变区域下PTZ主从摄像机系统的定标方法。利用PTZ摄像机的预置位点对场景进行分区域采集,提取区域视图中的特征点进行重构处理,使用镜头的径向校正算法完成区域视图的校正,将主摄像机视图与重构视图依据映射关系函数进行定标,通过预置位点调整来提高精度,并引入混淆矩阵的概念验证定标的有效性。实验结果表明,该方法不用考虑摄像机中心偏差等问题,与传统定标方法相比速度快、精度高,适合应用于居民小区等监控环境。 In view of the questions of insufficient coverage and lens distortion,combining with the flexible teatures ot ran Tilt Zoom(PTZ) and distortion processing algorithms,this paper proposes a method for calibration by the fast and flexible feature of PTZ camera. It collects the areas respectively by using preset points,then uses algorithms to extract the region feature to splice and reconstruct,and tries to correct the distorted view of regional,makes a mapping between main view and reconstruction view. It improves the calibration accuracy by using the preset positions,with a statistical of confusion matrix. The method does not have to consider the center deviation with high speed and precision to living area. Experimental results show that the proposed method can be accurate to do calibratation,with good robustness and accuracy.
作者 胡玮 潘林
出处 《计算机工程》 CAS CSCD 北大核心 2015年第9期255-260,共6页 Computer Engineering
基金 福建省自然科学基金资助项目(2012105116)
关键词 重叠区域 PTZ摄像机 畸变 定标 预置位 混淆矩阵 overlaping region Pan Tilt Zoom ( PTZ ) camera distortion calibration preset positions confusion matrix
  • 相关文献

参考文献14

  • 1Belden J. Calibration of Multi-camera Systems with Refractive Interfaces E J :. Experiments in Fluids, 2013, 52(2) :1463-1466.
  • 2Zhou Xuhui, Collins R T, Kanade T. A Master-slave System to Acquire Biometric Imagery of Humans at Dis- tance [ C://Proceedings of ACM SIGMM International Workshop on Video Surveillance. New York, USA: ACM Press ,2003 : 113-120.
  • 3Junejo I N,Foroosh H. Optimizing PTZ Camera Calib- ration from Two Images [ J ]. Machine Vision and Applications ,2012,23 ( 2 ) :375-389.
  • 4李铀,宋利,王嘉.基于图像拼接的双摄像机系统自动标定方法[J].电视技术,2010,34(4):96-99. 被引量:2
  • 5Zuo Chenglin, Liu Yu, Li Yongle, et al. A Distortion Correction Algorithm for Fish-eye Panoramic Image of Master-slave Visual Surveillance System I J ]. Journal Optical Review,2013,20(5 ) :367-373.
  • 6Bay H, Tuytelaars T, Gool L V. SURF: Speeded up Robust Features [ J 1- Computer Vision and Image Understanding, 2008,110 ( 3 ) : 346-359.
  • 7苗立刚.视频监控中的图像拼接与合成算法研究[J].仪器仪表学报,2009,30(4):857-861. 被引量:33
  • 8史延东,刘海清,宁飞.大视场景物非线性畸变校正的仿真[J].计算机仿真,2011,28(7):268-271. 被引量:5
  • 9Bellavia F,Tegolo D, Valen.ti C, et al. Improving Harris Corner Selection Strategy E J ]. IET Computer Vision, 2011,5(2) :87-96.
  • 10Lowe D. Distinctive Image Features from Scale-invariant Keypoints : J :. International Journal of Computer Vision, 2004,60(2) :91-110.

二级参考文献41

  • 1蔡铮,汪源源,王威琪.一种改进的基于形变方法的图像拼接算法[J].仪器仪表学报,2006,27(z1):721-723. 被引量:3
  • 2马广彬,章文毅,陈甫.图像几何畸变精校正研究[J].计算机工程与应用,2007,43(9):45-48. 被引量:23
  • 3Devernay F, Faugcras O. Straight lines have to be straight:automatic calibeation and zemoval of distortion from scenes of straetured environments[J]. Mackine Vismn and Applications,2001,13(1):14-24.
  • 4Swaminathan R,Nayar S K.Non-metric calibration of wideangle lenses and polycameras[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2000,22(10):1172-1178.
  • 5Tsai R Y. A versatile camera calibration technique for highaccuracy 3D machine vislon[J]. International Journal of Robotics and Automation, 1987,3(4):323-344.
  • 6Lee C B. Radial undistortion and calibration on an image array[D]. Electrical and Computer Science Dept. , Massachusetts Institute of Technology, 2000.
  • 7Brauer-Burchardt C, Voss K. Automatic lens distortion calibration using single views [A]. In: G. Sommer, N. Kruger,C. Perwass, eds. Mustererkennung 2000. Proceedings of DAGM-Symposium [C], Kiel, Germany, Informatik Aktuell Springer, 2000:187-194.
  • 8Du P, Zhang Z. Geometric transformation of pinched hallways (Course project, 2001 ) [EB/OL ]. http://www. eng. iastate.edu/ee528/projects/Project 1-s2001/results/pandu /EEB28project1. PDF. 2003-03-28.
  • 9Fiala M. Automatic extraction of radial distortion parameters[EB/OL]. http://www.cs. ualberta.ca/~ fiala/radfind. htm,2003 03-28.
  • 10HartleyR ZissermanA著 韦穗译.计算机视盘中的多视图几何[M].台肥:安徽大学出版社,2002.130-132.

共引文献54

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部