Advanced Search
Volume 28 Issue 12
Aug.  2010
Turn off MathJax
Article Contents
Tian Chun-na, Gao Xin-bo. Relative Fuzzy Connected Interactive Image Segmentation Algorithm Based on Redundant Wavelet Transform[J]. Journal of Electronics & Information Technology, 2006, 28(12): 2287-2291.
Citation: Tian Chun-na, Gao Xin-bo. Relative Fuzzy Connected Interactive Image Segmentation Algorithm Based on Redundant Wavelet Transform[J]. Journal of Electronics & Information Technology, 2006, 28(12): 2287-2291.

Relative Fuzzy Connected Interactive Image Segmentation Algorithm Based on Redundant Wavelet Transform

  • Received Date: 2005-03-15
  • Rev Recd Date: 2005-09-26
  • Publish Date: 2006-12-19
  • To improve the performance of the image segmentation algorithm, a relative fuzzy connected interactive segmentation algorithm is presented based on Redundant Wavelet Transform (RWT). In comparison with the original scale-based algorithm, the proposed one, with almost the same accuracy, accelerates the segmentation speed by tens times. And it is insensitive to different noise models. In addition, a study of the influence of different redundant wavelet decomposition scales is also included. The experimental results illustrate that the proposed algorithm can obtain the object regions of interest from medical as well as man-made noisy images quickly and reliably with only a little interaction.
  • loading
  • 罗希平, 田捷, 诸葛婴等. 图像分割方法综述. 模式识别与人工智能, 1999, 12(3): 300-312.[2]Hans Meine, Ullrich Kothe, Siegfried Stiehl H. Fast and accurate interactive image segmentation in the GeoMap framework. Proc. Bildverarbeitung fur die Medizin 2004, Heidelberg, Springer- Verlag, 2004: 60.64.[3]Falcao A X, Udupa J K, Samarasekera S, Sharma S. User-steeredimage segmentation paradigms: Live Wire and Live Lane[J].Graphical Models and Image Processing.1998, 60(4):233-[4]崅怴攇, 棆塢, ..暫. 堦.夵.揑Live-Wire岎屳幃.憸暘妱嶼朄. 宯.岺掱梌.巕媄., 2003, 25(8): 915.917.[5]棝攟., .揷暥. 庡..奻.柾宆(幹柾宆).弎. .審妛., 2000, 11(6): 751.757.[6]Udupa J K, Samarasekera S. Fuzzy connectedness and object definition: Theory, algorithms, and applications in image segmentation[J].Graphical Models and Image Processing.1996, 58(3):246-[7]Saha P K, Udupa J K, Odhner D. Scale-based fuzzy connected image segmentation: Theory, algorithms, and validation[J].Computer Vision and Image Understanding.2000, 77(2):145-[8]Carvalho B M, Gau C J, Herman G T, Kong T Y. Algorithms for fuzzy segmentation[J].Pattern Analysis Applications.1999, 2(1):73-[9]Lin Y, Tian J, He H G. Image segmentation via fuzzyobject extraction and edge detection and its medical application. Journal of X-Ray Science and Technology, 2002, 10(1): 95.106.[10]Udupa J K, Saha P K, Lotufo R A. Fuzzy connected object definition in images with respect to co-objects. Medical Imaging, 1999, SPIE Proceedings, San Diego, CA, 1999: 236.245.[11]Udupa J K, Saha P K, Lotufo R A. Relative fuzzy connectedness and object definition: Theory, algorithms, and applications in image segmentation[J].IEEE Trans. on Pattern Analysis and Machine Intelligence.2002, 24(11):1485-[12]Udupa J K, Saha P K. Fuzzy connectedness and image segmentation. Parallel and Large-Data Visualization and Graphics, 2003, Proceedings of the IEEE, Seattle, WA, USA, 2003: 1649.1669.[13]Sheng Y. Wavelet Transform. Boca Raton, Florida: CRC Press, 1996: 747.827.[14]揷弔汸, 崅怴攇, 欫椡扷A. 堦.婎槹憡.柾屝.捠搙揑岎屳幃彉楍.憸夣懍暘妱嶼朄. .巕梌怣懅妛., 2005, 27(10): 1549.1554
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Article Metrics

    Article views (2481) PDF downloads(929) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return