A study on image segmentation by an improved adaptive algorithm

被引：0
|
作者：
Li, Qing [1 ]
He, Wen-Hao [1 ]
Jiang, Han-Hong [2 ]
Li, Xuan-Zhong [1 ]
机构：
[1] Wuhan Univ Technol, Sch Informat Engn, Wuhan 430070, Peoples R China
[2] Naval Univ Engn, Sch Elect & Informat Engn, Wuhan 430070, Peoples R China
来源：
PROCEEDINGS OF 2007 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7 | 2007年
关键词：
image segmentation; improved adaptive genetic algorithm (IAGA); crossover; mutation;
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 the first place, an improvement was made on crossover and mutation of adaptive genetic algorithm (AGA) to let the crossover probability and mutation probability adapt nonlinearly. Then a comparison was made between Improved Adaptive Genetic Algorithm (IAGA) and Adaptive Genetic Algorithm (AGA) in segmentation time and adaptive function curve. The results indicated that IAGA can give attention to the main information of experiment images. And much less time was used by the algorithm. The process of searching for global optimum also became more stable than AGA.
引用
收藏
页码：1570 / +
页数：2
相关论文
共 50 条
  • [21] Research on an improved watershed algorithm to image segmentation
    Chen, Jie
    Lei, Meng
    Fan, Yao
    Gao, Yi
    PROCEEDINGS OF 2012 7TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE & EDUCATION, VOLS I-VI, 2012, : 1917 - 1919
  • [22] Image segmentation algorithm based on improved PCNN
    Chen Hong
    Wu Chengdong
    Yu Xiaosheng
    Wu Jiahui
    LIDAR IMAGING DETECTION AND TARGET RECOGNITION 2017, 2017, 10605
  • [23] Image series segmentation and improved MC algorithm
    Wan W.-B.
    Shi P.-F.
    Journal of Shanghai Jiaotong University (Science), 2008, 13 (1) : 102 - 106
  • [24] Image Segmentation Using an Improved Watershed Algorithm
    郭礼华
    李建华
    杨树堂
    陆松年
    Journal of Shanghai Jiaotong University, 2004, (02) : 16 - 19
  • [25] Image Segmentation Based on Improved Genetic Algorithm
    Ling, Xu
    DCABES 2008 PROCEEDINGS, VOLS I AND II, 2008, : 269 - 273
  • [26] Improved optimal dichotomy algorithm for image segmentation
    Chen, Chu
    Gu, Wei
    Shi, Yi
    Wang, WeiJiang
    EIGHTH INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING (ICDIP 2016), 2016, 10033
  • [27] Image Series Segmentation and Improved MC Algorithm
    万卫兵
    施鹏飞
    Journal of Shanghai Jiaotong University, 2008, (01) : 102 - 106
  • [28] An Improved Algorithm of the Maximum Entropy Image Segmentation
    He, Yan
    Jie, Liu
    Yang Dehong
    Pu, Wang
    2014 Fifth International Conference on Intelligent Systems Design and Engineering Applications (ISDEA), 2014, : 157 - 160
  • [29] Image segmentation using an improved differential algorithm
    Gao, Hao
    Shi, Yujiao
    Wu, Dongmei
    OPTOELECTRONIC IMAGING AND MULTIMEDIA TECHNOLOGY III, 2014, 9273
  • [30] An Image Compression Algorithm based on Image Segmentation by Improved PCNN
    Duan, Yuping
    Guo, Yecai
    Wang, Shaobo
    PROCEEDINGS OF THE 2010 INTERNATIONAL CONFERENCE ON APPLICATION OF MATHEMATICS AND PHYSICS, VOL 2: ADVANCES ON APPLIED MATHEMATICS AND COMPUTATION MATHEMATICS, 2010, : 332 - 338
12345