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

下载

页码：838 / 841

页数：4

共 50 条

[21] Opposition-Based Whale Optimization Algorithm
Alamri, Hammoudeh S.
Alsariera, Yazan A.
Zamli, Kamal Z.
ADVANCED SCIENCE LETTERS, 2018, 24 (10) : 7461 - 7464
[22] Link Prediction Based on Whale Optimization Algorithm
Barham, Reham
Aljarah, Ibrahim
2017 INTERNATIONAL CONFERENCE ON NEW TRENDS IN COMPUTING SCIENCES (ICTCS), 2017, : 55 - 60
[23] Distributed Whale Optimization Algorithm based on MapReduce
Khalil, Yasser
Alshayeji, Mohammad
Ahmad, Imtiaz
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2019, 31 (01):
[24] Group-based whale optimization algorithm
Hemasian-Etefagh, Farinaz
Safi-Esfahani, Faramarz
SOFT COMPUTING, 2020, 24 (05) : 3647 - 3673
[25] A multi-leader whale optimization algorithm for global optimization and image segmentation
Abd Elaziz, Mohamed
Lu, Songfeng
He, Sibo
EXPERT SYSTEMS WITH APPLICATIONS, 2021, 175
[26] The Whale Optimization Algorithm
Mirjalili, Seyedali
Lewis, Andrew
ADVANCES IN ENGINEERING SOFTWARE, 2016, 95 : 51 - 67
[27] An intelligent cluster optimization algorithm based on Whale Optimization Algorithm for VANETs (WOACNET)
Husnain, Ghassan
Anwar, Shahzad
PLOS ONE, 2021, 16 (04):
[28] Whale Optimization Algorithm Based on Artificial Fish Swarm Algorithm
Bo, Xiong
Feng Wenlong
Zhang, Jin
ARTIFICIAL INTELLIGENCE AND SECURITY, ICAIS 2022, PT II, 2022, 13339 : 115 - 128
[29] Image enhancement algorithm based on trigonometric function transformation and IRDPSO optimization
Zhang F.
Xiao H.
Hongwai yu Jiguang Gongcheng/Infrared and Laser Engineering, 2022, 51 (08):
[30] A novel medical image enhancement algorithm based on CLAHE and pelican optimization
Yasser Radouane Haddadi
Boualem Mansouri
Fatima Zohra Idriss Khodja
Multimedia Tools and Applications, 2024, 83 (42) : 90069 - 90088

← 1 2 3 4 5 →