Image super-resolution processing approach based on genetic algorithm

被引：0
|
作者：
Tao, HJ [1 ]
Jia, KM [1 ]
Tong, XJ [1 ]
机构：
[1] Wuhan Polytech Univ, Wuhan 430023, Hebei, Peoples R China
来源：
Advanced Materials and Devices for Sensing and Imaging II | 2005年 / 5633卷
关键词：
super-resolution; image processing; genetic algorithm; image reconstruction;
D O I：
10.1117/12.573938
中图分类号：
TH7 [仪器、仪表];
学科分类号：
0804 ; 080401 ; 081102 ;
摘要：
The paper is present the approach of image super-resolution reconstruction based on genetic algorithm. we use genetic algorithm as an optimizing tool, considering the image set as initial population, and thus establish an algorithm based on genetic algorithm aiming at image super-resolution reconstruction. Simulating experiments have been carried out, which proves that the algorithm we put forward can enhance the resolution and quality of the image and the result is satisfactory.
引用
收藏
页码：447 / 452
页数：6
相关论文
共 50 条
  • [1] Genetic algorithm based on anisotropic diffusion for super-resolution image restoration
    Sun, Yangguang
    Cai, Chao
    Zhou, Chengping
    Ding, Mingyue
    Zhang, Songgen
    [J]. REMOTE SENSING AND GIS DATA PROCESSING AND APPLICATIONS; AND INNOVATIVE MULTISPECTRAL TECHNOLOGY AND APPLICATIONS, PTS 1 AND 2, 2007, 6790
  • [2] TARGET IMAGE PROCESSING BASED ON SUPER-RESOLUTION RECONSTRUCTION AND MACHINE LEARNING ALGORITHM
    Liu, Chunmao
    [J]. SCALABLE COMPUTING-PRACTICE AND EXPERIENCE, 2024, 25 (03): : 1332 - 1340
  • [3] Curvelet Transform Based Super-Resolution Image Processing
    Thuong Le-Tien
    Luc Nguyen-Tan
    Giang Le-Thach
    Cao Bui-Thu
    [J]. 2012 IEEE INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND INFORMATION TECHNOLOGY (ISSPIT), 2012, : 170 - 175
  • [4] Image Super-resolution Reconstruction Algorithm Based on Clustering
    Zhao Xiaoqiang
    Jia Yunxia
    [J]. 2015 27TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2015, : 6144 - 6148
  • [5] Image Super-Resolution Algorithm Based on RRDB Model
    Li, Huan
    [J]. IEEE ACCESS, 2021, 9 : 156260 - 156273
  • [6] Reconstruction algorithm of super-resolution infrared image based on human vision processing mechanism
    Dai S.
    Du Z.
    Xiang H.
    Liu J.
    [J]. Frontiers of Optoelectronics, 2015, 8 (2) : 195 - 202
  • [7] TARGET IMAGE PROCESSING BASED ON SUPER-RESOLUTION RECONSTRUCTION AND DEEP MACHINE LEARNING ALGORITHM
    Lin, Yang
    Zhang, Ping
    Zhang, He
    Song, Guoping
    [J]. SCALABLE COMPUTING-PRACTICE AND EXPERIENCE, 2024, 25 (02): : 961 - 971
  • [8] Reconstruction algorithm of super-resolution infrared image based on human vision processing mechanism
    Shaosheng DAI
    Zhihui DU
    Haiyan XIANG
    Jinsong LIU
    [J]. Frontiers of Optoelectronics., 2015, 8 (02) - 202
  • [9] An Improved Image Super-Resolution Algorithm
    Xie, Kai
    Huo, Xing
    [J]. MIPPR 2013: PARALLEL PROCESSING OF IMAGES AND OPTIMIZATION AND MEDICAL IMAGING PROCESSING, 2013, 8920
  • [10] Single image super-resolution reconstruction based on genetic algorithm and regularization prior model
    Li, Yangyang
    Wang, Yang
    Li, Yaxiao
    Jiao, Licheng
    Zhang, Xiangrong
    Stolkin, Rustam
    [J]. INFORMATION SCIENCES, 2016, 372 : 196 - 207
12345