基于Retinex的倾斜摄影三维实景模型

Cheng Zhu, Liwen Chen, Wei Lu, Q. Xiao
{"title":"基于Retinex的倾斜摄影三维实景模型","authors":"Cheng Zhu, Liwen Chen, Wei Lu, Q. Xiao","doi":"10.1109/ISCTIS51085.2021.00045","DOIUrl":null,"url":null,"abstract":"The traditional 3D modeling adopts the method of manual field measurement data, which meets the accuracy required by production and construction, but the efficiency of data acquisition is too low. In order to improve the overall work efficiency, the UAV oblique photography is used in the 3D modeling. It not only liberates technicians from the hard field work, greatly reduces the field work workload, but also can quickly build 3D real-scene model, shorten the drawing period, reduce the production cost, which has a positive role in promoting the development of geographic information industry. However, in the process of UAV tilt photography, the image effect is often not very ideal due to the influence of bad weather such as uncertain rain or shine and wind and fog, and uneven illumination phenomena such as underexposure, overexposure and shadow appear, which directly affect the quality of the 3D real-scene model in the later stage. In order to eliminate this effect, Retinex method in image enhancement technology is applied to preprocess the oblique photography image to ensure the image quality, which lays a foundation for the quality of the subsequent 3D real-scene model.","PeriodicalId":403102,"journal":{"name":"2021 International Symposium on Computer Technology and Information Science (ISCTIS)","volume":"68 6","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"3D Real-Scene Model of Oblique Photography Based on Retinex\",\"authors\":\"Cheng Zhu, Liwen Chen, Wei Lu, Q. Xiao\",\"doi\":\"10.1109/ISCTIS51085.2021.00045\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The traditional 3D modeling adopts the method of manual field measurement data, which meets the accuracy required by production and construction, but the efficiency of data acquisition is too low. In order to improve the overall work efficiency, the UAV oblique photography is used in the 3D modeling. It not only liberates technicians from the hard field work, greatly reduces the field work workload, but also can quickly build 3D real-scene model, shorten the drawing period, reduce the production cost, which has a positive role in promoting the development of geographic information industry. However, in the process of UAV tilt photography, the image effect is often not very ideal due to the influence of bad weather such as uncertain rain or shine and wind and fog, and uneven illumination phenomena such as underexposure, overexposure and shadow appear, which directly affect the quality of the 3D real-scene model in the later stage. In order to eliminate this effect, Retinex method in image enhancement technology is applied to preprocess the oblique photography image to ensure the image quality, which lays a foundation for the quality of the subsequent 3D real-scene model.\",\"PeriodicalId\":403102,\"journal\":{\"name\":\"2021 International Symposium on Computer Technology and Information Science (ISCTIS)\",\"volume\":\"68 6\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-06-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 International Symposium on Computer Technology and Information Science (ISCTIS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISCTIS51085.2021.00045\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 International Symposium on Computer Technology and Information Science (ISCTIS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISCTIS51085.2021.00045","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

传统的三维建模采用手工现场测量数据的方法,满足了生产施工所需的精度,但数据采集效率过低。为了提高整体工作效率,在三维建模中采用了无人机倾斜摄影技术。它不仅将技术人员从繁重的现场工作中解放出来,大大减少了现场工作工作量,而且可以快速构建三维实景模型,缩短制图周期,降低生产成本,对地理信息产业的发展具有积极的促进作用。然而,在无人机倾斜拍摄过程中,由于雨露不定、风雾不定等恶劣天气的影响,图像效果往往不是很理想,还会出现曝光不足、过度曝光、阴影等光照不均匀的现象,直接影响后期3D实景模型的质量。为了消除这种影响,采用图像增强技术中的Retinex方法对倾斜摄影图像进行预处理,保证图像质量,为后续三维实景模型的质量奠定基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
3D Real-Scene Model of Oblique Photography Based on Retinex
The traditional 3D modeling adopts the method of manual field measurement data, which meets the accuracy required by production and construction, but the efficiency of data acquisition is too low. In order to improve the overall work efficiency, the UAV oblique photography is used in the 3D modeling. It not only liberates technicians from the hard field work, greatly reduces the field work workload, but also can quickly build 3D real-scene model, shorten the drawing period, reduce the production cost, which has a positive role in promoting the development of geographic information industry. However, in the process of UAV tilt photography, the image effect is often not very ideal due to the influence of bad weather such as uncertain rain or shine and wind and fog, and uneven illumination phenomena such as underexposure, overexposure and shadow appear, which directly affect the quality of the 3D real-scene model in the later stage. In order to eliminate this effect, Retinex method in image enhancement technology is applied to preprocess the oblique photography image to ensure the image quality, which lays a foundation for the quality of the subsequent 3D real-scene model.
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
×
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×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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:604180095
Book学术官方微信