Image Enhancement based on Whale Optimization Algorithm

被引：4
|
作者：
Ye, Zhiwei [1 ]
Wang, Fengwen [1 ]
Kochan, Roman [2 ,3 ]
机构：
[1] Hubei Univ Technol, Sch Comp Sci, Wuhan, Peoples R China
[2] Univ Bielsko Biala, Dept Comp Sci & Automat, Bielsko Biala, Poland
[3] Lviv Polytech Natl Univ, Dept Specialized Comp Syst, Lvov, Ukraine
来源：
15TH INTERNATIONAL CONFERENCE ON ADVANCED TRENDS IN RADIOELECTRONICS, TELECOMMUNICATIONS AND COMPUTER ENGINEERING (TCSET - 2020) | 2020年
关键词：
Whale Optimization Algorithm; Ant Lion Algorithm; Gamma correction; Image enhancement;
D O I：
10.1109/TCSET49122.2020.235554
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
The digital image technology is the most widely used in various fields, especially in medical imaging. Digital image technology can effectively improve the efficiency of medical image processing and ensure the accuracy of clinical diagnosis. This paper studies Whale Optimization Algorithm (WOA) to optimize the optimal value of Gamma correction in image enhancement. In the process of searching for the optimal solution, the WOA is an efficient algorithm, which has the characteristics of fast convergence and high precision. In order to present the detailed information of medical image, WOA is applied to search the optimal value of Gamma correction.
引用
收藏
页码：838 / 841
页数：4
相关论文
共 50 条
  • [31] ATC Enhancement in Restructured Power System using Whale Optimization Algorithm
    Reddy, Sibbala Bhargava
    Kumar, R. Ashok
    Sreenivasan, G.
    PRZEGLAD ELEKTROTECHNICZNY, 2023, 99 (07): : 34 - 40
  • [32] Multilevel thresholding image segmentation based on improved volleyball premier league algorithm using whale optimization algorithm
    Mohamed Abd Elaziz
    Neggaz Nabil
    Reza Moghdani
    Ahmed A. Ewees
    Erik Cuevas
    Songfeng Lu
    Multimedia Tools and Applications, 2021, 80 : 12435 - 12468
  • [33] Multilevel thresholding image segmentation based on improved volleyball premier league algorithm using whale optimization algorithm
    Abd Elaziz, Mohamed
    Nabil, Neggaz
    Moghdani, Reza
    Ewees, Ahmed A.
    Cuevas, Erik
    Lu, Songfeng
    MULTIMEDIA TOOLS AND APPLICATIONS, 2021, 80 (08) : 12435 - 12468
  • [34] An improved whale optimization algorithm based on multilevel threshold image segmentation using the Otsu method
    Ma, Guoyuan
    Yue, Xiaofeng
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2022, 113
  • [35] An image denoising method based on BP neural network optimized by improved whale optimization algorithm
    Chunzhi Wang
    Min Li
    Ruoxi Wang
    Han Yu
    Shuping Wang
    EURASIP Journal on Wireless Communications and Networking, 2021
  • [36] Kapur's Entropy for Underwater Multilevel Thresholding Image Segmentation Based on Whale Optimization Algorithm
    Yan, Zheping
    Zhang, Jinzhong
    Yang, Zewen
    Tang, Jialing
    IEEE ACCESS, 2021, 9 : 41294 - 41319
  • [37] An image denoising method based on BP neural network optimized by improved whale optimization algorithm
    Wang, Chunzhi
    Li, Min
    Wang, Ruoxi
    Yu, Han
    Wang, Shuping
    EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, 2021, 2021 (01)
  • [38] Vector quantization using whale optimization algorithm for digital image compression
    Javad Rahebi
    Multimedia Tools and Applications, 2022, 81 : 20077 - 20103
  • [39] Vector quantization using whale optimization algorithm for digital image compression
    Rahebi, Javad
    MULTIMEDIA TOOLS AND APPLICATIONS, 2022, 81 (14) : 20077 - 20103
  • [40] Near Infrared and Visible Image Registration Using Whale Optimization Algorithm
    Saxena, Sanjeev
    Pohit, Mausumi
    INTERNATIONAL JOURNAL OF APPLIED METAHEURISTIC COMPUTING, 2022, 13 (01)
12345