改进的分数阶差分图像信息提取算法

Mingliang Hou, Yuran Liu, Yanglie Fu
{"title":"改进的分数阶差分图像信息提取算法","authors":"Mingliang Hou, Yuran Liu, Yanglie Fu","doi":"10.1109/ICCIS.2012.330","DOIUrl":null,"url":null,"abstract":"Texture and edge information are equally important to identification of most of natural images. In view of the weakness of the existing integer order differential operators that it can't extract texture information from the images, this study developed a fractional differential algorithm, which can extract texture and marginal information simultaneously, based on settlement of the drift problem of fractional differential operator. Experimental results showed that our algorithm can not only extract texture information but also extract more edge information than the traditional algorithms.","PeriodicalId":269967,"journal":{"name":"2012 Fourth International Conference on Computational and Information Sciences","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2012-08-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"The Improved Fractional Order Differential Image Information Extraction Algorithm\",\"authors\":\"Mingliang Hou, Yuran Liu, Yanglie Fu\",\"doi\":\"10.1109/ICCIS.2012.330\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Texture and edge information are equally important to identification of most of natural images. In view of the weakness of the existing integer order differential operators that it can't extract texture information from the images, this study developed a fractional differential algorithm, which can extract texture and marginal information simultaneously, based on settlement of the drift problem of fractional differential operator. Experimental results showed that our algorithm can not only extract texture information but also extract more edge information than the traditional algorithms.\",\"PeriodicalId\":269967,\"journal\":{\"name\":\"2012 Fourth International Conference on Computational and Information Sciences\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2012-08-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2012 Fourth International Conference on Computational and Information Sciences\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICCIS.2012.330\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 Fourth International Conference on Computational and Information Sciences","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCIS.2012.330","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 3

摘要

纹理和边缘信息对大多数自然图像的识别同样重要。针对现有的整数阶微分算子不能从图像中提取纹理信息的缺点,在解决分数阶微分算子漂移问题的基础上,开发了一种可以同时提取纹理和边缘信息的分数阶微分算法。实验结果表明,该算法不仅可以提取纹理信息,而且可以提取出比传统算法更多的边缘信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
The Improved Fractional Order Differential Image Information Extraction Algorithm
Texture and edge information are equally important to identification of most of natural images. In view of the weakness of the existing integer order differential operators that it can't extract texture information from the images, this study developed a fractional differential algorithm, which can extract texture and marginal information simultaneously, based on settlement of the drift problem of fractional differential operator. Experimental results showed that our algorithm can not only extract texture information but also extract more edge information than the traditional algorithms.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Study on Battle Damage Level Prediction Using Hybrid-learning Algorithm Resource Modeling and Analysis of Real-Time Software Based on Process Algebra Design and Simulation of Random Access Procedure in TD-LTE E-commerce Entrepreneurship Education Research of College Students Majoring in Ceramics Art Design An Image Hiding Scheme Based on 3D Skew Tent Map and Discrete Wavelet Transform
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1