A color image enhancement based on improved Genetic Algorithm

被引：0
|
作者：
Mo, Shu [1 ]
Yang, Xiaodong [1 ]
机构：
[1] Shunde Polytech, Foshan, Guangdong, Peoples R China
来源：
SENSORS, MEASUREMENT AND INTELLIGENT MATERIALS II, PTS 1 AND 2 | 2014年 / 475-476卷
关键词：
color image enhancement; Improved Genetic Algorithm; median filter;
D O I：
10.4028/www.scientific.net/AMM.475-476.342
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
Image enhancement plays a fundamental role in image processing. Because of the influence of internal and external factors such as the sensor precision,light,random noise. It has a certain difficulty for image recognition directly. To solve such problems, we proposed a novel and efficient enhancement method based on improved genetic algorithm. This paper combined median filter and improved genetic algorithm to enhance the visual effect of color image. Simulation results proved that the proposed method was stronger than traditional method in terms of details and contrast enhancement and natural visual effect.
引用
收藏
页码：342 / 346
页数：5
相关论文
共 50 条
  • [11] An Improved Image Enhancement Method Based on Lab Color Space Retinex Algorithm
    Li, Xiaocong
    Li, Aimin
    TENTH INTERNATIONAL CONFERENCE ON GRAPHICS AND IMAGE PROCESSING (ICGIP 2018), 2019, 11069
  • [12] Underwater Image Enhancement Based on Adaptive Color Correction and Improved Retinex Algorithm
    Lin, Shijie
    Li, Zhe
    Zheng, Fuhai
    Zhao, Qi
    Li, Shimeng
    IEEE ACCESS, 2023, 11 : 27620 - 27630
  • [13] Underwater image enhancement algorithm based on improved color-line model
    Liang, Xiuman
    Yao, Xinzhe
    Liu, Zhendong
    Yu, Haifeng
    CHINESE JOURNAL OF LIQUID CRYSTALS AND DISPLAYS, 2024, 39 (10)
  • [14] Color image enhancement based on adaptive saturation feedback using genetic algorithm
    Pan, L
    Zhang, JQ
    Zhang, ZX
    MULTISPECTRAL AND HYPERSPECTRAL IMAGE ACQUISITION AND PROCESSING, 2001, 4548 : 248 - 251
  • [15] Improved genetic FCM algorithm for color image segmentation
    Peng, Hua
    Xu, Luping
    Jiang, Yanxia
    2006 8TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, VOLS 1-4, 2006, : 941 - +
  • [16] Improved genetic FCM algorithm for color image segmentation
    Peng, Hua
    Xu, Lu-Ping
    Guangdian Gongcheng/Opto-Electronic Engineering, 2007, 34 (07): : 126 - 129
  • [17] An improved low illumination image enhancement algorithm with color preserving
    Control and Simulation Center, Harbin Institute of Technology, 150080 Harbin, China
    Di, X. (dixiaoguang@hit.edu.cn), 1600, Harbin Institute of Technology (46):
  • [18] A Color Image Enhancement Method Based on Ensemble Empirical Mode Decomposition and Genetic Algorithm
    Bakhtiari, Somayeh
    Agaian, Sos
    Jamshidi, Mo
    2012 WORLD AUTOMATION CONGRESS (WAC), 2012,
  • [19] Color image filtering and enhancement based on genetic algorithms
    Lukac, R
    Plataniotis, KN
    Smolka, B
    Venetsanopoulos, AN
    2004 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOL 3, PROCEEDINGS, 2004, : 913 - 916
  • [20] An Image Enhancement Method Based On Genetic Algorithm
    Hashemi, Sara
    Kiani, Soheila
    Noroozi, Navid
    Moghaddam, Mohsen Ebrahimi
    ICDIP 2009: INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING, PROCEEDINGS, 2009, : 167 - 171
12345