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利用图像轮廓的相机自标定和三维建模 被引量:1

Camera Self-Calibration and 3D Modeling from Image Silhouette
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摘要 本文提出一种基于图像轮廓进行相机自标定并计算投影矩阵从而恢复物体三维模型的方法。首先使用镜面反射从图像中获取物体的多角度成像并利用阈值和边缘提取得到图像的轮廓信息,再结合对极几何对图像轮廓的限制条件确定相机的投影参数,最后使用可视外壳技术拟合出物体三维模型。 This paper proposes a camera self-calibration and image modeling method based on image silhouette. First mirror reflection is used to show five views of an object, and silhouette is estimated through setting threshold and edge detection. Then the projection matrix is determined based on epipotar geometry constraints. With the camera calibration matrix known, visual hull is used to combine five-view silhouettes to obtain object's 3D model.
出处 《微计算机信息》 2009年第28期107-109,共3页 Control & Automation
关键词 相机标定 轮廓线 可视外壳 图像建模 Camera Calibration Silhouette Visual Hull Image Modeling
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参考文献5

  • 1田原嫄,张云辉,谭庆昌.CCD摄像机标定的研究[J].微计算机信息,2008,24(15):206-207. 被引量:12
  • 2Prashant Ramanathan, Eckehard Steinbach and Bernd Girod, "Silhouette-based multiple-view camera calibration", in Proc. of Vision, Modeling and Visualization 2000, Vol. 1, 3-10, 2000.
  • 3S. Sinha, M. Pollefeys, and L. McMillan, "Camera network calibration from dynamic silhouettes", in Proc. IEEE Conference on Computer Vision and Pattern Recognition, 2004.
  • 4A.Bottino and A.Laurentini, "Introducing a new problem: Shape-from-silhouette when the relative positions of the viewpoints is unknown", IEEE Transactions on Pattern Analysis and Machine Intelligence, 25(11), Nov. 2003.
  • 5Joshua Gluckman and Shree K. Nayar, "Catadioptric Stereo Using Planar Mirrors", in International Journal of Computer Vision, 44(1), 65-79, 2001.

二级参考文献7

  • 1霍龙,刘伟军,于光平.考虑径向畸变的摄像机标定及在三维重建中的应用[J].机械设计与制造,2005(1):1-3. 被引量:7
  • 2Abedl-aziz Y, Karara H. Direct linear transform from comparator coordinate into object space coordinates.In Proceedings of ASP/ UI Symposium on Close-range photogrammetry Urbana, Illinois, January 1971, 420-475.
  • 3Tsai R Y. A versatile camera calibration technique for high-accuracy 3D machine vision metrology using off-the-shelf TV cameras and lenses[J].IEEE Journal of Robotics and Automation, 1987, 3(4):323-344.
  • 4WENG J,COHEN P,HERNIOU M. Camera calibration with distortion models and accuracy evaluation [J].PAMI, 1992, 14(10):965-980.
  • 5中科院自动化研究所模式识别国家重点实验室资料[G].摄像机标定.
  • 6田原嫄,谭庆昌.基于静态图像的CCD激光测距方法的研究[J].微计算机信息,2007,23(31):96-97. 被引量:6
  • 7周富强,邾继贵,杨学友,叶声华.CCD摄像机快速标定技术[J].光学精密工程,2000,8(1):96-100. 被引量:51

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