Automatic image edge extraction and segmentation by random seed region search algorithm

被引：0
|
作者：
Ji, WH [1 ]
Yu, HM [1 ]
Liu, YY [1 ]
机构：
[1] Zhejiang Univ, Informat Sci & Elect Engn Dept, Hangzhou 310027, Zhejiang, Peoples R China
来源：
PROCEEDINGS OF 2003 INTERNATIONAL CONFERENCE ON NEURAL NETWORKS & SIGNAL PROCESSING, PROCEEDINGS, VOLS 1 AND 2 | 2003年
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：
This paper proposes a new automatic image edge extraction and segmentation method. Firstly, We extract the image's edge automatically by random seed regions search algorithm. Obviously, we can choose the initial seed randomly and automatically. Moreover, we can adjust segmentation threshold automatically depending on contrast of image. Then, we conclude that our algorithm is effective comparing with the other's popular image edge extraction and segmentation methods.
引用
收藏
页码：1095 / 1100
页数：6
相关论文
共 50 条
  • [1] An Advanced Algorithm for Image Segmentation by Random Seed Region Search
    Ji Wenhua
    Zhou Chang
    PROCEEDINGS OF THE 2011 INTERNATIONAL CONFERENCE ON INFORMATICS, CYBERNETICS, AND COMPUTER ENGINEERING (ICCE2011), VOL 2: INFORMATION SYSTEMS AND COMPUTER ENGINEERING, 2011, 111 : 251 - 257
  • [2] An Advanced Algorithm for Image Segmentation by Random Seed Region Search
    Ji Wenhua
    Zhou Chang
    2010 INTERNATIONAL COLLOQUIUM ON COMPUTING, COMMUNICATION, CONTROL, AND MANAGEMENT (CCCM2010), VOL II, 2010, : 81 - 83
  • [3] Automatic image segmentation by integrating color-edge extraction and seeded region growing
    Fan, JP
    Yau, DKY
    Elmagarmid, AK
    Aref, WG
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2001, 10 (10) : 1454 - 1466
  • [4] A region Markov random field model with integrated edge feature and image segmentation algorithm
    MOE Key Lab for Intelligent Networks and Network Security, Xi'an Jiaotong University, Xi'an 710049, China
    不详
    Han, J., 1600, Xi'an Jiaotong University (48):
  • [5] Image segmentation algorithm based on region segmentation and edge detection
    Luo, Sheng
    Chen, Ping
    Ye, Xin-Quan
    Shen, Long
    Guangdian Gongcheng/Opto-Electronic Engineering, 2008, 35 (12): : 101 - 106
  • [6] A color image segmentation algorithm by using region and edge information
    Chang, YC
    Zhou, Y
    Wang, YG
    Hong, Y
    AI 2005: ADVANCES IN ARTIFICIAL INTELLIGENCE, 2005, 3809 : 1237 - 1240
  • [7] Improved Automatic Seed Selection Region Growing Algorithm For Segmentation (Iassrg)
    Devi, M. Renuka
    Sindhu, V
    INTERNATIONAL JOURNAL OF LIFE SCIENCE AND PHARMA RESEARCH, 2022, 12 : 76 - 80
  • [8] The combination of edge detection and region extraction in nonparametric color image segmentation
    Ito, N
    Kamekura, R
    Shimazu, Y
    Yokoyama, T
    Matsushita, Y
    INFORMATION SCIENCES, 1996, 92 (1-4) : 277 - 294
  • [9] Automatic image segmentation by positioning a seed
    Micusik, Branislav
    Hanbury, Allan
    COMPUTER VISION - ECCV 2006, PT 2, PROCEEDINGS, 2006, 3952 : 468 - 480
  • [10] Integration of the saliency-based seed extraction and random walks for image segmentation
    Qin, Chanchan
    Zhang, Guoping
    Zhou, Yicong
    Tao, Wenbing
    Cao, Zhiguo
    NEUROCOMPUTING, 2014, 129 : 378 - 391
12345