期刊文献+

大规模纤维切片图像拼接算法研究

Mosaic algorithm of large-scale microscope images of fiber sections
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摘要 以灰度归一化相似性度量值构建统一配准模型,实现显微镜下2D图像全局拼接.算法通过统一配准模型将图像配准过程与全局移位参数的获取过程结合在一起,用待配准图片的2个模板子图同时在已配准两幅相邻图片中进行搜索,寻找最佳拼接位置,最后使用2D灰度调整、图像融合算法修整图像.算法减少了一般全局拼接算法的非线性模型求解过程,提高了拼接速度,达到较好的拼接图像效果. A global 2D microscope image mosaic by the unified alignment model of gray-scale normalized similarity measure was constructed.Combined the image registration process and acquisition process of global displacement parameters together,algorithm searches two template subgraphs simultaneously in matched two adjacent pictures to match the best mosaic position.Finally,trims picture by 2D grayscale adjustment and image fusion.Algorithm reduces solution process of nonlinear model of the global mosaic,improves the mosaic speed,and achieves better image quality.
出处 《西安工程大学学报》 CAS 2012年第3期292-295,共4页 Journal of Xi’an Polytechnic University
基金 国家质量监督检验检疫总局科研项目(2009IK101) 国家质量监督检验检疫总局科研项目(2012IK111)
关键词 统一配准模型 图像拼接 图像配准 灰度调整 图像融合 unified alignment model image mosaic image alignment grayscale adjustment image fusion
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参考文献11

  • 1刘素一,夏蕾.基于元胞自动机的织物图像拼接[J].纺织学报,2011,32(1):29-33. 被引量:6
  • 2邵聃,金立左.一种图像拼接的点特征匹配算法[J].东南大学学报(自然科学版),2008,38(A02):150-153. 被引量:6
  • 3户鹏辉,于德敏,许增朴,王永强.一种基于面阵相机的在线图像拼接方法[J].计算机测量与控制,2008,16(8):1158-1160. 被引量:5
  • 4SZELISKI R. Video rrosaics for virtual environments[J]. IEEE Computer Graphics and Applications,1996,16(2):22-30.
  • 5SHUM H Y,SZELISKI R. Construction and refinement of panoramic mosaics with global and local alignment[C]// Proceedings of the 6th International Conference on Computer Vision,Bombay, 1998.
  • 6SAWHNEY H S,KUMAR R. Video brush: experiences with consumer video mosaicing[C]//Proceedings of the Work- shop on Applications of Computer Vision, Princeton,1998.
  • 7BROWN M,SZELISKI R,WlNDER S. Multi-image matching using multi-scale oriented patches[C]//Proceedings of IEEE Computer Society Conference on Computer Vision and Pattern Recognition, SanDiego,2005.
  • 8SAWHNEY H S, HSU S, KUMAR R. Robust video mosaicing through topology inference and local to global align- ment[C]//Proceedings of the 5th European Conference on Computer Vision,Freiburg, 1998.
  • 9HSU S, SAWHNEY H S, KUMAR R. Automated mosaics via topology inferenee[J]. IEEE Computer Graphics and Applications, 2002,22 (2) : 44-54.
  • 10SZELISKI R. Image alignment and stitching., a tutorial[R]. Microsoft Research, 2004.

二级参考文献17

  • 1仵建宁,郭宝龙,冯宗哲.一种基于兴趣点匹配的图像拼接方法[J].计算机应用,2006,26(3):610-612. 被引量:32
  • 2徐正光,田清,张利欣.图像拼接方法探讨[J].微计算机信息,2006,22(10X):255-256. 被引量:25
  • 3Brown L G. A survey of image registration technology [J]. ACM Computing Surveys, 1992, 24(4) : 325 -376.
  • 4Dani P, Chadhuri S. Automated assembling of images: image montage preparation ~ J]. Pattern Recognition, 1999, 28 (3) :431 -445.
  • 5Zoghlami I, Faugeras O, Deriche R. Using geometric comers to build a 2D mosaic from a set of image[C]//Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. San Juan, PR, USA, 1997: 420- 425.
  • 6Harris C, Stephens M J. A combined comer and edge detector [ C ]//Proc of the Fourth Alvey Vision Conference. Manchester, 1988 : 147 - 152.
  • 7Torr P H S, Zisserman A. MLESAC: a new robust estimator with application to estimating image geometry [ J ]. Computer Vision and Image Understanding, 2000, 78(3) :138 - 156.
  • 8Fischler M A, Bolles R C. Random sample consensus : a paradigm for model fitting with applications to image analysis and automated cartography [J]. Comm ACM, 1981, 24(6) : 381 -395.
  • 9Tordoff Ben J, Murray David W. Guided-MLESAC: faster image transform estimation by using matching priors [ J ]. IEEE Transactions on PAMI, 2005, 27(10) : 1523 - 1533.
  • 10Harris C, Stephens M. A combined corner and edge detector [A]. 4th Vision Conference [C]. 1988, 147-151.

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