Comparison of Thresholding and Edge Detection Segmentation Techniques

被引:0
|
作者
Dong, Yubing [1 ]
Wang, Haiyan [2 ]
Li, Mingjing [1 ]
机构
[1] Changchun Univ, Coll Elect & Informat Engn, Changchun, Peoples R China
[2] Changchun Univ Sci & Technol, Inst Informat Engn, Changchun, Peoples R China
来源
ENERGY DEVELOPMENT, PTS 1-4 | 2014年 / 860-863卷
关键词
image segmentation; thresholding; edge detection; root mean square error;
D O I
10.4028/www.scientific.net/AMR.860-863.2783
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Edge detection and thresholding segmentation algorithms are presented and tested with variety of grayscale images in different fields. In order to analyze and evaluate the quality of image segmentation, Root Mean Square Error is used. The smaller error value is, the better image segmentation effect is. The experimental results show that a segmentation method is not suitable for all images segmentation.
引用
收藏
页码:2783 / +
页数:2
相关论文
共 50 条
  • [1] Comparison and Evaluation of Edge Detection Segmentation Techniques
    Dong, Yubing
    Li, Mingjing
    Wang, Haiyan
    [J]. ENGINEERING SOLUTIONS FOR MANUFACTURING PROCESSES IV, PTS 1 AND 2, 2014, 889-890 : 1069 - +
  • [2] Evaluation and Comparison of Thresholding Segmentation Techniques
    Dong, Yubing
    Li, Mingjing
    Cheng, Guangliang
    [J]. COMPUTER AND INFORMATION TECHNOLOGY, 2014, 519-520 : 689 - 692
  • [3] Colored Edge Detection Using Thresholding Techniques
    Fenyi A.
    Fenyi I.
    Asante M.
    [J]. Recent Advances in Computer Science and Communications, 2023, 16 (04)
  • [4] A COMPARISON OF 2 ALGORITHMS FOR SEGMENTATION USING EDGE-DETECTION TECHNIQUES
    LANCASTER, IT
    ELLIMAN, DG
    [J]. PATTERN RECOGNITION LETTERS, 1990, 11 (03) : 175 - 180
  • [5] Early Fire Detection of Large Space Combining Thresholding with Edge Detection Techniques
    Hu, Guoliang
    Jiang, Xi
    [J]. FRONTIERS OF MANUFACTURING AND DESIGN SCIENCE, PTS 1-4, 2011, 44-47 : 2060 - 2064
  • [6] Evaluation of global thresholding techniques in non-contextual edge detection
    Medina-Carnicer, R
    Madrid-Cuevas, FJ
    Fernández-García, NL
    Carmona-Poyato, A
    [J]. PATTERN RECOGNITION LETTERS, 2005, 26 (10) : 1423 - 1434
  • [7] Comparison of Various Edge Detection Techniques
    Singh, Simranjit
    Singh, Rakesh
    [J]. 2015 2ND INTERNATIONAL CONFERENCE ON COMPUTING FOR SUSTAINABLE GLOBAL DEVELOPMENT (INDIACOM), 2015, : 393 - 396
  • [8] Unimodal thresholding for edge detection
    Medina-Carnicer, R.
    Madrid-Cuevas, F. J.
    [J]. PATTERN RECOGNITION, 2008, 41 (07) : 2337 - 2346
  • [9] Microcalcifications Segmentation using Three Edge Detection Techniques
    Yasiran, Siti Salmah
    Jumaat, Abdul Kadir
    Malek, Aminah Abdul
    Hashim, Fatin Hanani
    Nasrir, Nor Dhaniah
    Hassan, Syarifah Nurul Azirah Sayed
    Ahmad, Normah
    Mahmud, Rozi
    [J]. IEEE INTERNATIONAL CONFERENCE ON ELECTRONICS DESIGN, SYSTEMS AND APPLICATIONS (ICEDSA 2012), 2012, : 207 - 211
  • [10] NUCLEAR SEGMENTATION OF BRONCHIAL EPITHELIAL-CELLS BY MINIMAX AND THRESHOLDING TECHNIQUES - A COMPARISON
    SWANK, PR
    GREENBERG, SD
    WINKLER, DG
    HUNTER, NR
    SMITH, S
    SPJUT, HJ
    ESTRADA, R
    TAYLOR, GR
    [J]. ANALYTICAL AND QUANTITATIVE CYTOLOGY AND HISTOLOGY, 1982, 4 (02): : 159 - 160