用于水下文化遗产三维记录的海洋机器人视觉传感:综述

IF 2.6 1区 地球科学 Q1 ANTHROPOLOGY Journal of Archaeological Science Pub Date : 2024-04-29 DOI:10.1016/j.jas.2024.105985
Eleni Diamanti , Øyvind Ødegård
{"title":"用于水下文化遗产三维记录的海洋机器人视觉传感:综述","authors":"Eleni Diamanti ,&nbsp;Øyvind Ødegård","doi":"10.1016/j.jas.2024.105985","DOIUrl":null,"url":null,"abstract":"<div><p>This study provides a comprehensive review of the current state of the art in marine technology as it pertains to the 3D documentation of underwater archaeological and historical sites. A thorough literature analysis of recent research is presented, with a special emphasis on vision-based approaches for 3D reconstruction and mapping. First, the paper lists different robotic platforms, various underwater imaging systems and possible combinations among them, through their use in marine archaeological research. In addition to robotic vision systems configurations, a thorough survey on computer vision solutions on image processing, online and offline reconstructions, for both simulation environments and real-world UCH scenarios, is given. The final part of the paper reviews strategies for data acquisition optimization through path planning approaches and highlights how working on synthetic data and simulation environments can enhance the quality of real-world operations. Finally, weaknesses, open issues, and future directions of research in marine robotic vision systems within the documentation of UCH are discussed.</p></div>","PeriodicalId":50254,"journal":{"name":"Journal of Archaeological Science","volume":"166 ","pages":"Article 105985"},"PeriodicalIF":2.6000,"publicationDate":"2024-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Visual sensing on marine robotics for the 3D documentation of Underwater Cultural Heritage: A review\",\"authors\":\"Eleni Diamanti ,&nbsp;Øyvind Ødegård\",\"doi\":\"10.1016/j.jas.2024.105985\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>This study provides a comprehensive review of the current state of the art in marine technology as it pertains to the 3D documentation of underwater archaeological and historical sites. A thorough literature analysis of recent research is presented, with a special emphasis on vision-based approaches for 3D reconstruction and mapping. First, the paper lists different robotic platforms, various underwater imaging systems and possible combinations among them, through their use in marine archaeological research. In addition to robotic vision systems configurations, a thorough survey on computer vision solutions on image processing, online and offline reconstructions, for both simulation environments and real-world UCH scenarios, is given. The final part of the paper reviews strategies for data acquisition optimization through path planning approaches and highlights how working on synthetic data and simulation environments can enhance the quality of real-world operations. Finally, weaknesses, open issues, and future directions of research in marine robotic vision systems within the documentation of UCH are discussed.</p></div>\",\"PeriodicalId\":50254,\"journal\":{\"name\":\"Journal of Archaeological Science\",\"volume\":\"166 \",\"pages\":\"Article 105985\"},\"PeriodicalIF\":2.6000,\"publicationDate\":\"2024-04-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Archaeological Science\",\"FirstCategoryId\":\"89\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0305440324000530\",\"RegionNum\":1,\"RegionCategory\":\"地球科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ANTHROPOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Archaeological Science","FirstCategoryId":"89","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0305440324000530","RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ANTHROPOLOGY","Score":null,"Total":0}
引用次数: 0

摘要

本研究全面回顾了与水下考古和历史遗址三维记录相关的海洋技术现状。本文对最新研究进行了全面的文献分析,特别强调了基于视觉的三维重建和绘图方法。首先,本文列举了不同的机器人平台、各种水下成像系统以及它们之间可能的组合,并介绍了它们在海洋考古研究中的应用。除机器人视觉系统配置外,论文还对模拟环境和真实世界非物质文化遗产场景中的图像处理、在线和离线重建的计算机视觉解决方案进行了全面调查。论文的最后一部分回顾了通过路径规划方法优化数据采集的策略,并重点介绍了合成数据和模拟环境如何提高实际操作的质量。最后,还讨论了非物质文化遗产文献中海洋机器人视觉系统的弱点、未决问题和未来研究方向。
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
Visual sensing on marine robotics for the 3D documentation of Underwater Cultural Heritage: A review

This study provides a comprehensive review of the current state of the art in marine technology as it pertains to the 3D documentation of underwater archaeological and historical sites. A thorough literature analysis of recent research is presented, with a special emphasis on vision-based approaches for 3D reconstruction and mapping. First, the paper lists different robotic platforms, various underwater imaging systems and possible combinations among them, through their use in marine archaeological research. In addition to robotic vision systems configurations, a thorough survey on computer vision solutions on image processing, online and offline reconstructions, for both simulation environments and real-world UCH scenarios, is given. The final part of the paper reviews strategies for data acquisition optimization through path planning approaches and highlights how working on synthetic data and simulation environments can enhance the quality of real-world operations. Finally, weaknesses, open issues, and future directions of research in marine robotic vision systems within the documentation of UCH are discussed.

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
Journal of Archaeological Science
Journal of Archaeological Science 地学-地球科学综合
CiteScore
6.10
自引率
7.10%
发文量
112
审稿时长
49 days
期刊介绍: The Journal of Archaeological Science is aimed at archaeologists and scientists with particular interests in advancing the development and application of scientific techniques and methodologies to all areas of archaeology. This established monthly journal publishes focus articles, original research papers and major review articles, of wide archaeological significance. The journal provides an international forum for archaeologists and scientists from widely different scientific backgrounds who share a common interest in developing and applying scientific methods to inform major debates through improving the quality and reliability of scientific information derived from archaeological research.
期刊最新文献
Cinnabar for Roman Ephesus: Material quality, processing and provenance The oldest dress of the Netherlands? Recovering a now-vanished, colour pattern from an early iron age fabric in an elite burial Unravelling the threads of connectivity: A mutual information approach to tracing material networks in the late hellenistic and early roman mediterranean Virtual sampling: Archaeological implications of a new technique for elemental mapping of Mg/Ca ratios in marine mollusc shells Mapping lateral stratigraphy at Palaeolithic surface sites: A case study from Dhofar, Oman
×
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