{"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 , 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":null,"pages":null},"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 , 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\":null,\"pages\":null},\"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}
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.
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.