Research of Image Retrieval Algorithm Based on PSO and a new sub-block idea

被引：0
作者：
Wei, Kaiping [1 ]
Lu, Tingwen [1 ]
Zhang, Qing [1 ]
Bi, Wu [1 ]
机构：
[1] Cent China Normal Univ, Dept Comp Sci, Wuhan 430079, Peoples R China
来源：
2ND IEEE INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER CONTROL (ICACC 2010), VOL. 1 | 2010年
关键词：
PSO; color histogram; image Retrieval; PNSB;
D O I：
10.1109/ICACC.2010.5486977
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Image retrieval is a hot technology in the field of computer technology nowdays. this paperpresents a novel image retrieval algorithm which is mainly used to solve problems for image retrieval in large image database. Firstly, preprocess the sample images, abstract the color histogram information of the partial image block and then calculate the sum of information. Extract several images and calculate their color histogram information as the first step. Calculate the Euclidean Distance of the color histogram information between sample image and each image in the database. Then search the similar images with PSO (particle Swarm Optimization Algorithm), If the search results are satisfactory, output the images, otherwise re-initialize the particle swarm and continue to search until you get the results that you are pleased with and at last output the images.
引用
收藏
页码：431 / 435
页数：5
相关论文
共 50 条
  • [21] Research and Implementation of Perceptual Hash Algorithm for Image Retrieval
    Zhu, Wenlie
    Chang, Jing
    ADVANCES IN MATERIALS, MACHINERY, ELECTRONICS III, 2019, 2073
  • [22] Image Enhancement Technique Based On Improved PSO Algorithm
    Gao Qinqing
    Chen Dexin
    Zeng Guangping
    He Ketai
    2011 6TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA), 2011, : 234 - 238
  • [23] Block image retrieval based on a compressed linear quadtree
    Chan, YK
    Chang, CC
    IMAGE AND VISION COMPUTING, 2004, 22 (05) : 391 - 397
  • [24] An image retrieval method based on a genetic algorithm
    Kato, S
    Iisaku, S
    TWELFTH INTERNATIONAL CONFERENCE ON INFORMATION NETWORKING (ICOIN-12), PROCEEDINGS, 1998, : 333 - 336
  • [25] The Image Retrieval Algorithm Based on Color Feature
    Chen, YuanYong
    PROCEEDINGS OF 2016 IEEE 7TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND SERVICE SCIENCE (ICSESS 2016), 2016, : 647 - 650
  • [26] A Novel Natural Image Retrieval Algorithm based on Genetic Algorithm and Image Reconstruction
    Wang, Feifei
    2016 2ND INTERNATIONAL CONFERENCE ON SOCIAL SCIENCE, MANAGEMENT AND ECONOMICS (SSME 2016), 2016, : 578 - 583
  • [27] Block image retrieval based on a compressed linear quadtree
    Chan, YK
    Chang, CA
    ICICS-PCM 2003, VOLS 1-3, PROCEEDINGS, 2003, : 31 - 35
  • [28] Content Based Image Retrieval by IPP algorithm
    Song, Jia
    He, Zunwen
    2015 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND VIRTUAL ENVIRONMENTS FOR MEASUREMENT SYSTEMS AND APPLICATIONS (CIVEMSA), 2015, : 76 - 79
  • [29] Research on Control Problem of PenduBot Based on PSO Algorithm
    Yuan, Shaoqiang
    Wang, Dong
    Li, Xingshan
    PROCEEDINGS OF THE 2009 INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND NATURAL COMPUTING, VOL I, 2009, : 346 - 349
  • [30] Weight Optimization of Image Retrieval Based on Particle Swarm Optimization Algorithm
    Ye, Zhiwei
    Xia, Bin
    Wang, Dazhen
    Zhou, Xin
    2009 INTERNATIONAL SYMPOSIUM ON COMPUTER NETWORK AND MULTIMEDIA TECHNOLOGY (CNMT 2009), VOLUMES 1 AND 2, 2009, : 289 - 291
12345