Font Size: a A A

Research On The Retrieval Of Image Education Resources About Minority Costume Based On LIRE

Posted on:2018-01-31Degree:MasterType:Thesis
Country:ChinaCandidate:B Y MaFull Text:PDF
GTID:2321330533965338Subject:Educational Technology
Abstract/Summary:PDF Full Text Request
With the domestic modernization process of information technology requirements continue to improve,national education information is also mentioned to an unprecedented height.This paper analyzes the background of ethnic costume culture and the status quo of dress image resource search,how to protect and utilize the traditional cultural resources of ethnic minorities in our country,and construct an efficient and accurate ethnic education image retrieval resource retrieval system is particularly important and urgent.Because it can solve the bottleneck of the current ethnic costume culture research and application.The National Science Foundation of China," Research on the Ethnic Costume Repository and Element Repository of Minority Nationality in Yunnan Province,and Intelligent Retrieval Technology" aim to build an ethnic costume repository,ethnic costume elements repository and ethnic costume feature repository.Based on it,and after retrieval research technology of ethnic costume image education resources,I mainly to complete two aspects of the work.One thing is continue studying the retrieval sorting algorithm of ethnic costume image.Another work is finished the ethnic costume image education resource retrieval system.In order to improve the accuracy of image retrieval,the ImageRank algorithm is proposed based on the idea of PageRank algorithm,and feedback technology correlation of the content based image retrieval(CBIR).By calculating the similarity between all the images in the image and the image,the importance of the image in the repository is obtained.And the IR(ImageRank)value of the image sort is calculated by combining the number of times the image displayed in the repository.In this paper,we proved that the IR value is conserved and converged.Thus the relevant parameters of the IR value are calculated in the ethnic costume image education resources retrieval system.At present,it is not ideal that the mainstream search engine for ethnic costume image education resources search effect.It greatly limits its development and application research.So,it is very important to construct the retrieval system of ethnic costume image education resources.Based on the Java Web open source framework SSM(Spring MVC + Spring + MyBatis),LIRE(Lucene Image Retrieval)image retrieval repository,and combined with ImageRank algorithm,designed and finished a MVC(Model-View-Controller)architecture of the national costume image education resource retrieval system.And in paper I focuses on the system of coding framework and ideas the resource retrieval system includes these function modules such as image resource management,image index management,keywords management,user management,authority management,folder management and system setting.
Keywords/Search Tags:educational informatization for nationalities, educational resources of minority costume image, image retrieval, ImageRank algorithm
PDF Full Text Request
Related items