Graph-based fast image segmentation

被引:0
|
作者
Han, Dongfeng [1 ]
Li, Wenhui [1 ]
Lu, Xiaosuo [1 ]
Li, Lin [1 ]
Wang, Yi [1 ]
机构
[1] Jilin Univ, Coll Comp Sci & Technol, Key Lab Symbol Computat & Knowledge Engn, Minist Educ, Changchun 130012, Peoples R China
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we describe a fast semi-automatic segmentation algorithm. A nodes aggregation method is proposed for improving the running time and a Graph-Cuts method is used to model the segmentation problem. The whole process is interactive. Once the users specify the interest regions by drawing a few lines, the segmentation process is reliably computed automatically no additional users' efforts are required. It is convenient and efficient in practical applications. Experiments are given and outputs are encouraging.
引用
收藏
页码:468 / 474
页数:7
相关论文
共 50 条
  • [1] FAST GRAPH-BASED SAR IMAGE SEGMENTATION VIA SIMPLE SUPERPIXELS
    Hou, Biao
    Zhang, Xiaohua
    Gong, Dezhao
    Wang, Shuang
    Zhang, Xiangrong
    Jiao, Licheng
    [J]. 2017 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2017, : 799 - 802
  • [2] Efficient graph-based image segmentation
    Felzenszwalb, PF
    Huttenlocher, DP
    [J]. INTERNATIONAL JOURNAL OF COMPUTER VISION, 2004, 59 (02) : 167 - 181
  • [3] A Graph-Based Approach for Image Segmentation
    Le, Thang V.
    Kulikowski, Casimir A.
    Muchnik, Ilya B.
    [J]. ADVANCES IN VISUAL COMPUTING, PT I, PROCEEDINGS, 2008, 5358 : 278 - +
  • [4] Efficient Graph-Based Image Segmentation
    Pedro F. Felzenszwalb
    Daniel P. Huttenlocher
    [J]. International Journal of Computer Vision, 2004, 59 : 167 - 181
  • [5] AN EFFECTIVE GRAPH-BASED HIERARCHY IMAGE SEGMENTATION
    Cu, Weihong
    Zhang, Yi
    [J]. INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2011, 17 (07): : 969 - 981
  • [6] Improving the graph-based image segmentation method
    Zhang, Ming
    Alhajj, Reda
    [J]. ICTAI-2006: EIGHTEENTH INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2006, : 617 - +
  • [7] Patient oriented graph-based image segmentation
    Dakua, Sarada Prasad
    Abi-Nahed, Julien
    [J]. BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2013, 8 (03) : 325 - 332
  • [8] A Graph-Based Approach for Contextual Image Segmentation
    Souza, Gustavo B.
    Alves, Gabriel M.
    Levada, Alexandre L. M.
    Cruvinel, Paulo E.
    Marana, Aparecido N.
    [J]. 2016 29TH SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES (SIBGRAPI), 2016, : 281 - 288
  • [9] A Dirichlet Energy Criterion for Graph-Based Image Segmentation
    Zosso, Dominique
    Osher, Stanley J.
    Osting, Braxton
    [J]. 2015 IEEE INTERNATIONAL CONFERENCE ON DATA MINING WORKSHOP (ICDMW), 2015, : 821 - 830
  • [10] GRAPH-BASED IMAGE SEGMENTATION WITH BAG-OF-PIXELS
    Chen, Zhi-Hua
    Xiao, Xiao-Long
    Liu, Yi
    Zhang, Jing
    Yuan, Yu-Bo
    [J]. PROCEEDINGS OF 2013 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS (ICMLC), VOLS 1-4, 2013, : 1548 - 1551