2006 International Conference on Advances in Space Technologies最新文献

筛选
英文 中文
A Study for Prediction of Minerals in Rock Images using Back Propagation Neural Networks 基于反向传播神经网络的岩石图像矿物预测研究
2006 International Conference on Advances in Space Technologies Pub Date : 2006-09-01 DOI: 10.1109/ICAST.2006.313824
I. Bajwa, M. A. Choudhary
{"title":"A Study for Prediction of Minerals in Rock Images using Back Propagation Neural Networks","authors":"I. Bajwa, M. A. Choudhary","doi":"10.1109/ICAST.2006.313824","DOIUrl":"https://doi.org/10.1109/ICAST.2006.313824","url":null,"abstract":"This paper presents a novel approach for the segmentation of ground based images of rocks using back propagation neural network architecture. The designed system actually identifies the possible minerals by analyzing the surface color of the rocks. The rocks in Balochistan are very hard and defined. Such rocks are typically full of minerals. The rocks in the province of Balochistan are peculiar in their shape and surface colour. Usually, these colours are developed due to the reaction of the particles of the minerals with air. The upper layer of dust upon these rocks can be really useful in identifying the possible minerals concealing inside the rocks. The designed mechanism uses conventional artificial neural networks to identify various coloured parts of the rocks which are further classified into different minerals using histograms. The BPNN helps to learn to solve the task through a dynamic adaptation of its classification context. The designed system is trained by providing it the basic information related to the physical features of various mineral and types of rocks. The designed system highlights the various parts of the images by using various colours for various minerals","PeriodicalId":433021,"journal":{"name":"2006 International Conference on Advances in Space Technologies","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2006-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116776356","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 6
0
×
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
确定
请完成安全验证×
相关产品
×
本文献相关产品
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信