The Study of Segmentation of Rubbings Image Based on OTSU&Histogram Differential Algorithm

被引:0
|
作者
Ma Yongli [1 ]
Huang, Zhikai [1 ]
机构
[1] Nanchang Inst Technol, Sch Mech & Elect Engn, Nanchang, Jiangxi, Peoples R China
来源
2017 INTERNATIONAL CONFERENCE ON COMPUTER, INFORMATION AND TELECOMMUNICATION SYSTEMS (IEEE CITS) | 2017年
关键词
OTSU; histogram; differential algorithm; rubbings image;
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 studies the segmentation methods by analyzing the threshold method of rubbings. Firstly, OTSU and fast 2 dimensional OTSU threshold segmentation algorithms are presented, and the segmentation effect of a given image is analyzed. The limitation of OTSU, and fast 2dimensional OTSU segmentation algorithm are explained. Then the segmentation algorithm is given in conjunction with the histogram, and the segmentation effect is proven effective by experiments. The experimental results show that the OTSU algorithm is difficult to distinguish target and background when their areas are different. The rubbings image segmentation algorithm based on the histogram differential can effectively separate the target from the background.
引用
收藏
页码:171 / 175
页数:5
相关论文
共 50 条
  • [21] Hierarchical genetic image segmentation algorithm based on histogram dichotomy
    Peng, HC
    Hong, F
    Chi, ZR
    Feng, DD
    Siu, WC
    ELECTRONICS LETTERS, 2000, 36 (10) : 872 - 874
  • [22] Infrared image enhancement algorithm based on adaptive histogram segmentation
    Huang, Jun
    Ma, Yong
    Zhang, Ying
    Fan, Fan
    APPLIED OPTICS, 2017, 56 (35) : 9686 - 9697
  • [23] An Adaptive Segmentation Algorithm for Traffic Lights Image based on OTSU and Fuzzy Theory
    Si Jun-shu
    Zhu Wen-xing
    PROCEEDINGS OF THE 2015 10TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, 2015, : 1949 - 1952
  • [24] 2D Otsu Image Segmentation Based on Cellular Genetic Algorithm
    Ye, Hanmin
    Yan, Shili
    Huang, Peiliang
    2017 IEEE 9TH INTERNATIONAL CONFERENCE ON COMMUNICATION SOFTWARE AND NETWORKS (ICCSN), 2017, : 1313 - 1316
  • [25] Tree image segmentation based on an improved two-dimensional Otsu algorithm
    Ren, Honge
    Zhou, Yang
    Zhu, Meng
    International Journal of Hybrid Information Technology, 2016, 9 (09): : 199 - 210
  • [26] Image Segmentation Based on Differential Evolution Algorithm
    Pei, Zhenkui
    Zhao, Yanli
    Liu, Zhen
    PROCEEDINGS OF 2009 INTERNATIONAL CONFERENCE ON IMAGE ANALYSIS AND SIGNAL PROCESSING, 2009, : 48 - 51
  • [27] Otsu's Image Segmentation Algorithm with Memory-Based Fruit Fly Optimization Algorithm
    Chai, Ruishuai
    COMPLEXITY, 2021, 2021
  • [28] Multi-threshold Image Segmentation of 2D Otsu Based on Improved Adaptive Differential Evolution Algorithm
    Luo Jun
    Yang Yongsong
    Shi Baoyu
    JOURNAL OF ELECTRONICS & INFORMATION TECHNOLOGY, 2019, 41 (08) : 2017 - 2024
  • [29] Image segmentation based on iterative threshold and Otsu
    Chen, Lian-Qing
    Gao, Li-Guo
    Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), 2007, 37 (SUPPL.): : 139 - 143
  • [30] RGB Histogram based Color Image Segmentation Using Firefly Algorithm
    Rajinikanth, V.
    Couceiro, M. S.
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGIES, ICICT 2014, 2015, 46 : 1449 - 1457