A multiresolution based image segmentation

被引：0
|
作者：
Kopparapu, SK [1 ]
Mudalige, P [1 ]
Corke, P [1 ]
机构：
[1] CSIRO Mfg Sci & Technol, Kenmore, Qld 4069, Australia
来源：
SEVENTH INTERNATIONAL CONFERENCE ON IMAGE PROCESSING AND ITS APPLICATIONS | 1999年 / 465期
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：
Segmentation is an important topic in computer vision and image processing. In this paper we develop a scheme based on multiresolution for segmentation. The multiresolution based segmentation algorithm first segments the image using a known segmentation algorithm at coarse resolution and uses this information to segment images at finer resolutions. In this paper, we sketch a scheme for a multiresolution segmentation algorithm and demonstrate its validity on some real images and compare its performance with the segmented image obtained working at a single resolution.
引用
收藏
页码：567 / 571
页数：5
相关论文
共 50 条
  • [31] Multiresolution adaptive and progressive gradient-based color-image segmentation
    Vantaram, Sreenath Rao
    Saber, Eli
    Dianat, Sohail A.
    Shaw, Mark
    Bhaskar, Ranjit
    [J]. JOURNAL OF ELECTRONIC IMAGING, 2010, 19 (01)
  • [32] A multiresolution approach based on MRF and Bak-Sneppen models for image segmentation
    Melkemi, Kamal E.
    Batouche, Mohamed
    Foufou, Sebti
    [J]. INFORMATICA, 2006, 17 (02) : 225 - 236
  • [33] Remote Sensing Image Segmentation Based on a Multiresolution Region Granularity Analysis Method
    Zheng Chen
    Sun Ding-qian
    Chen Xiao-hui
    [J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2013, 33 (07) : 1912 - 1916
  • [34] Texture Segmentation of Jacquard Fabric Image Based on Multiresolution Markov Random Field
    Tong, Youcheng
    Zhang, Yang
    Yao, Junzhou
    [J]. ADVANCES IN ENGINEERING DESIGN AND OPTIMIZATION II, PTS 1 AND 2, 2012, 102-102 : 496 - +
  • [35] Assessment of Landslide Susceptibility Based on Multiresolution Image Segmentation and Geological Factor Ratings
    Duan, GongHao
    Zhang, JunChi
    Zhang, Shuiping
    [J]. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2020, 17 (21) : 1 - 10
  • [36] Multiresolution convex variational model for multiphase image segmentation
    Fang, Jiangxiong
    Liu, Hesheng
    Liu, Huaxiang
    Zhang, Liting
    Liu, Jun
    Zhang, Huaiqiang
    Liu, Congxin
    [J]. COMPUTERS & ELECTRICAL ENGINEERING, 2016, 54 : 230 - 245
  • [37] A novel multiresolution fuzzy segmentation method on MR image
    HongMei Zhang
    ZhengZhong Bian
    ZeJian Yuan
    Min Ye
    Feng Ji
    [J]. Journal of Computer Science and Technology, 2003, 18 : 659 - 666
  • [38] Scalable multiresolution color image segmentation with smoothness constraint
    Tab, Fardin Akhlaghian
    Naghdy, Golshah
    Mertins, Alfred
    [J]. 2005 IEEE INTERNATIONAL CONFERENCE ON ELECTRO/INFORMATION TECHNOLOGY (EIT 2005), 2005, : 458 - 463
  • [39] Unsupervised multiresolution image segmentation integrating color and texture
    Xing, Q
    Yuan, BZ
    Tang, XF
    [J]. CHINESE JOURNAL OF ELECTRONICS, 2004, 13 (01) : 49 - 53
  • [40] Unsupervised multiresolution segmentation and interpretation of textured SAR image
    Liu, GQ
    Huang, SJ
    Torre, A
    Rubertone, F
    [J]. IMAGE AND SIGNAL PROCESSING FOR REMOTE SENSING III, 1996, 2955 : 261 - 271
12345