期刊文献+

相变热图序列中等温线的自动提取 被引量:1

Automatical Extraction of Isotherm from Phase-Change Thermography Sequence
原文传递
导出
摘要 针对相变热图中相变线的提取问题,提出一种新的序列图像分割方法.把原图像序列变换成一组具有关联关系的合成图像,并用合成图像的分割实现相变线的提取.为了消除模型表面的镜面反射取得满足一致性要求的结果,建立特征图像表面的光照模型,并利用协调优化方法获取镜面反射方程的参数.然后采用动态规划得到最优分割结果.该方法能有效消除镜面反射、减小计算量且提高算法的抗干扰能力.通过实例计算得到合理结果,表明该方法的有效性. A new segmentation method of image sequence is proposed to get the isotherm from phasechange thermography sequence. The original phase-change thermography sequence is transformed into a series of relative synthesized images by compression and conversion. The final isotherms are extracted from the segmentation of synthesized images. To remove the specular reflection and get the results which meet the need of similarity , the illumination model is formulated and the parameters are obtained by coordination-optimization. Then the dynamic programming algorithm is employed to get the optimal segmentation. The proposed method could not only remove the specular reflection of the characteristic images, but also reduce the computational complexity. Moreover, it augments the robustness of the algorithm. The eventual results are rational and they could also demonstrate the efficiency of the proposed method.
出处 《模式识别与人工智能》 EI CSCD 北大核心 2007年第4期469-477,共9页 Pattern Recognition and Artificial Intelligence
基金 国家自然科学基金(No.60475023) 教育部博士点基金(No.20050698032)
关键词 相变热图 图像分割 镜面反射 协调分割 Phase-Change Thermography' Image Segmentation, Specular Reflection, CoordinationSegmentation
  • 相关文献

参考文献12

  • 1唐巧琪,黄国川.相变热图试验技术研究与应用[J].流体力学实验与测量,2003,17(1):15-17. 被引量:4
  • 2张金涛,方德润.相变热图技术在表面热流测量中的应用[J].气动实验与测量控制,1995,9(1):67-72. 被引量:3
  • 3邹进,黄素逸.相变热传导的计算[J].能源技术,2000,21(1):11-14. 被引量:11
  • 4le Roux L J, van Schalkwyk J J D. An Overview of Moving Object Segmentation in Video Images // Proc of the South African Symposium on Communications and Signal Processing. Pretoria, South Africa, 1991:53-57
  • 5Lin Zheng, Han Chongzhao, Zou Dongguang, et al. Automatic Segmentation of Moving Objects by Fusing Multi-Information// Proc of the 6th International Conference on Information Fusion. Cairns, Australia, 2003: 959-964
  • 6Hajdu A, Nagy B, Zorgo Z. Indexing and Segmenting Colour Images Using Neighbourhood Sequences // Proc of the International Conference on Image Processing. Barcelona, Spain, 2003,Ⅰ: 957-960
  • 7Zhou Shoujun, Liang Bin, Chen Wufan. A New Method for Robust Contour Tracking in Cardiac Image Sequences // Proc of the IEEE International Symposium on Biomedical Imaging:Nano to Macro. Arlington, USA, 2004:181-184
  • 8Dimaano M N R, Watanabe T. Measurement System for the Temperature Behavior Investigation of Phase Change Materials [EB/OL]. [2001-11-11]. http://www.chemenv.titech.ac. jp/ watanabe/Media/PDF-conf/RSCE00.pdf
  • 9Kass M, Witkin A, TeizoPdulos D. Snakes: Active Contour Models. International Journal of Computer Vision, 1987, 1 (4) : 321-331
  • 10Amini A A, Weymouth T E, Jain C R. Using Dynamic Programming for Solving Variational Problems in Vision. IEEE Trans on Pattern Analysis and Machine Intelligence, 1990, 12 (9):855-867

二级参考文献2

  • 1[2]SCHULTZ D L, JONES T V. Heat transfer measurements in short-duration hypersonic facitilities. AGARD-AG-165, 1973:12 ~ 19.
  • 2[3]LEES L. Laminar heat transfer over blunt-nosed bodies at hypersonic flight speeds. Jet Propulsion, 1956,26(4).

共引文献13

同被引文献11

  • 1张金涛,方德润.相变热图技术在表面热流测量中的应用[J].气动实验与测量控制,1995,9(1):67-72. 被引量:3
  • 2冯祖仁,李进,冯远静.分散、递阶蚁群算法及其在相变序列图像分割中的应用[J].西安交通大学学报,2007,41(2):136-140. 被引量:2
  • 3Wang Xiaonian, Feng Zuren. A new segmentation method for phase change thermograthy sequence [ J]. Pattern Recognition, 2007,40(7) :1868-1878.
  • 4Gope C, Kehtarnavaz N. Affine invariant comparison of point-sets using convex hulls and hausdorff distances [ J ]. Pattern Recognition, 2007,40 ( 1 ) : 309- 320.
  • 5Malki J, MascariUa L. Directional relations composition by orientation histogram fusion [ J ]. Proceeding of the International Conference on Pattern Recognition ,2000, 15 (3) :758-761.
  • 6Vese L, Chan T. A multiphase level set framework for image segmentation using the Mumford and Shah model [ J ]. International Journal of Computer Vision,2002,50 (3) : 271-293.
  • 7Chan T, Vese L. Active contours without edges [ J ]. IEEE Transactions on Image Processing, 2001,10 ( 2 ) : 266- 277.
  • 8Wang X F. An efficient local Chan-Vese model for image segmentation [ J ]. Pattern Recognition, 2009,43 (3) :603-618.
  • 9Chan T, Zhu W. Level set based shape prior segmentation C ]//Proceeding of the 2005 IEEE Computer Society Conference on Computer Vision Pattern Rtcognition. Washington DC:IEEE Computer Society, 2005,2 : 1164-1170.
  • 10Li C M, Kao C Y. Minimization of region-scalable fitting energy for image segmentation[J]. IEEE Transactions Image Processing, 2008,17 ( 10 ) : 1940 - 1949.

引证文献1

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