期刊文献+

基于分形和分水岭的图像分割方法 被引量:7

IMAGE SEGMENTATION BASED ON FRACTAL THEORY AND WATERSHED SEGMENTATION
下载PDF
导出
摘要 图像分割是一种重要的图像处理技术,也是计算机视觉领域低层次视觉中的主要问题,同时它又是一个经典难题。提出了结合分水岭分割与图像分形维数的一种新方法用于对自然背景下人造目标的提取。实验结果证明,该方法能有效抑制自然背景,并提取出人造目标的轮廓。 Image segmentation is an important image processing technique and the main problem in low level vision of computer vision field; it is also a classical poser. A new algorithm was proposed for the extraction of artificial target segmentation with natural background based on image fractal dimension and watershed segmentation. The experiment results show that this algorithm can restrain natural background effectively which lead to an extraction of complete contour of the artificial target.
出处 《计算机应用与软件》 CSCD 北大核心 2008年第8期227-228,共2页 Computer Applications and Software
关键词 图像分割 分水岭分割 分形维数 Image segmentation Watershed segmentation Fractal dimension
  • 相关文献

参考文献7

  • 1Haralck R M. Survey: Image segmentation techniques [J].CVGIP, 1985,29 : 100 - 132.
  • 2Pal N P, PAL S K. A review on image segmentation techniques [ J ]. PR ,26 ( 9 ) : 1277 - 1294.
  • 3Pentlani A. Fractal-based description of natural scnes[ J]. IEEE Trans on PAMI,1984,6(6) :661 -674.
  • 4薛东辉,朱耀庭,朱光喜,张正炳.基于尺度分维的图像边缘检测方法研究[J].华中理工大学学报,1996,24(8):1-3. 被引量:14
  • 5陈琳 刘文奇.基于形态学灰度重建和标记提取的分水岭分割.昆明理工大学学报,2006,10.
  • 6Michel W Hansen, WillianE Higgins. watershed-based Maximum-Homogeneity Filtering[J]. IEEE Trans. Image Processin ,1999,8(7) :982 - 987.
  • 7杨海波,姚庆栋,荆仁杰.一种自然场景中的目标分割方法[J].中国图象图形学报(A辑),1998,3(8):646-650. 被引量:8

二级参考文献11

  • 1Chen S S,IEEE Trans on Pattern Analysis and Machine Intelligence,1993年,15卷,10期,1087页
  • 2Chen C C,IEEE Trans on Medical Imaging,1989年,8卷,2期,133页
  • 3盛骤等著.概率论与数理统计[M].北京:高等教育出版社,1989.112-118.
  • 4Bir Bhanu et al. Adaptive Image Segmentation Using a Genetic Algorithm. IEEE Transactions on Systems, Man, and Cybernetics,1995,25(12):1543-1567.
  • 5Lowe D. Perceptual Organization and Visual Recognition. The Netherlands :Kluwer Academic Publishers, 1985.
  • 6Mohen R et al. Perceptual Organization for Scene Segmentation and Description. IEEE Trans. PAMI, 1992,14 (6) : 616-635.
  • 7Stein M C. Fractal Image Models and Object Detection. SPIE,1987,845.293-300.
  • 8Sarkar N. et al. An Efficient Approach to Estimate Fractal Dimension of Textural Images. PR, 1992,25(9):1035-1041.
  • 9Haralick R M. et al. Image Analysis Using Mathematical Morphology. IEEE Trans. PAMI,1987,9(4):532-550.
  • 10Haralick R M. et al. Survey : Image Segmentation Techniques,CVGIP,1985,29,100-132.

共引文献18

同被引文献43

引证文献7

二级引证文献78

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