A new image segmentation approach using region-based active contour model

被引：0
|
作者：
Yin L. [1 ]
机构：
[1] Northeast Dianli University, China
来源：
International Journal of Advancements in Computing Technology | 2011年 / 3卷 / 10期
关键词：
Active contour; Image segmentation; Local and global;
D O I：
10.4156/ijact.vol3.issue10.43
中图分类号：
TP31 [计算机软件];
学科分类号：
081202 ; 0835 ;
摘要：
In this paper, we have proposed a novel method for image segmentation, which uses region-based active contour model. The advantage in using fixed window for local information combined with the global information is a fast computation time while obtaining accurate results due to the global term. Another interest of such model is the robustness to initial contour. The experimental results have shown that our method is efficient.
引用
收藏
页码：349 / 356
页数：7
相关论文
共 50 条
  • [31] Image modeling and region-based active contours segmentation
    Djemal, K
    Bouchara, F
    Rossetto, B
    VISION MODELING, AND VISUALIZATION 2002, PROCEEDINGS, 2002, : 363 - 370
  • [32] A robust region-based active contour for object segmentation in heterogeneous case
    Aitfares W.
    Bouyakhf E.H.
    Regragui F.
    Herbulot A.
    Devy M.
    Pattern Recognition and Image Analysis, 2014, 24 (1) : 24 - 35
  • [33] A robust region-based active contour model with point classification for ultrasound breast lesion segmentation
    Liu, Zhihua
    Zhang, Lidan
    Ren, Haibing
    Kim, Ji-Yeun
    MEDICAL IMAGING 2013: COMPUTER-AIDED DIAGNOSIS, 2013, 8670
  • [34] Automated Adjustment of Region-Based Active Contour Parameters Using Local Image Geometry
    Mylona, Eleftheria A.
    Savelonas, Michalis A.
    Maroulis, Dimitris
    IEEE TRANSACTIONS ON CYBERNETICS, 2014, 44 (12) : 2757 - 2770
  • [35] Region-similarity based active contour model for SAR image segmentation
    Kong, Dingke
    Wang, Guozhao
    Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics, 2010, 22 (09): : 1554 - 1560
  • [36] A Region-Based Randers Geodesic Approach for Image Segmentation
    Da Chen
    Jean-Marie Mirebeau
    Huazhong Shu
    Laurent D. Cohen
    International Journal of Computer Vision, 2024, 132 (2) : 349 - 391
  • [37] A Region-Based Randers Geodesic Approach for Image Segmentation
    Chen, Da
    Mirebeau, Jean-Marie
    Shu, Huazhong
    Cohen, Laurent D.
    INTERNATIONAL JOURNAL OF COMPUTER VISION, 2024, 132 (02) : 349 - 391
  • [38] Region-based active contours using geometrical and statistical features for image segmentation
    Jehan-Besson, S
    Gastaud, M
    Barlaud, M
    Aubert, G
    2003 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL 2, PROCEEDINGS, 2003, : 643 - 646
  • [39] Geometric Flow Approach for Region-Based Image Segmentation
    Ye, Juntao
    Xu, Guoliang
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2012, 21 (12) : 4735 - 4745
  • [40] Active Geodesics: Region-based Active Contour Segmentation with a Global Edge-based Constraint
    Appia, Vikram
    Yezzi, Anthony
    2011 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV), 2011, : 1975 - 1980
12345