Digital Applications in Archaeology and Cultural Heritage最新文献_第9页

Kathakali character identification – Using deep learning techniques and web technologies for Indian cultural heritage 卡塔卡里语字符识别-使用深度学习技术和网络技术为印度文化遗产

Digital Applications in Archaeology and Cultural Heritage Pub Date : 2023-11-30 DOI: 10.1016/j.daach.2023.e00300

Ganesh Neelakanta Iyer , Sachit Bhardwaj

{"title":"Kathakali character identification – Using deep learning techniques and web technologies for Indian cultural heritage","authors":"Ganesh Neelakanta Iyer , Sachit Bhardwaj","doi":"10.1016/j.daach.2023.e00300","DOIUrl":"https://doi.org/10.1016/j.daach.2023.e00300","url":null,"abstract":"<div><p><span><span>Technology advancements have proven to benefit every part of our life. It has shown visible results in all domains including medicine, retail, governance<span>, entertainment to quite a few. There are several ways technology has been used for art and culture. In this paper, we examine the use of technology for a 400 year old art form Kathakali, one of the most sacred arts of Indian Cultural Heritage. Kathakali is known for hand-gestures, dance elements, music and sophisticated costumes and makeups. Kathakali is salient part of Indian Cultural Heritage. However, there haven't been much work to promote this part of Indian history. Through this paper, we aim towards taking one major step between our technological field and Indian cultural heritage. We use artificial intelligence (AI) techniques such as </span></span>convolutional neural networks for Kathakali character identification from images. We employ different </span>deep learning techniques for the same and evaluate the performance of our algorithms. We observe that through rigorous parameter tuning and experiments, up to 97.5% accuracy has been obtained. We have personally recorded images of Kathakali from live performances over 20 years. The data set developed for this study contains images for 6 Kathakali characters - Pacha, Kathi, Minukku-Female, Red Beard, White Beard and Kari-Male and have been made available for the public to use in future. We then develop a web platform wherein users can upload new Kathakali images and the platform uses the AI algorithm behind to identify its character type. The web platform has been designed to deploy in a cloud environment so that it can benefit the public. We show how technology advancements can help improve audience reach for such old Indian art forms through this paper.</p></div>","PeriodicalId":38225,"journal":{"name":"Digital Applications in Archaeology and Cultural Heritage","volume":"32 ","pages":"Article e00300"},"PeriodicalIF":0.0,"publicationDate":"2023-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138474331","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: 0

Forensic facial approximation of an individual with achondroplasia from medieval cemetery in Central Europe 中欧中世纪墓地中软骨发育不全个体的法医面部近似值

Digital Applications in Archaeology and Cultural Heritage Pub Date : 2023-11-22 DOI: 10.1016/j.daach.2023.e00301

Cicero Moraes , Marta Krenz-Niedbała , Sylwia Łukasik , Camilo Serrano Prada

引用次数: 0

Application of digital technology in offering tourism packages at iron smelting sites, Sungai Batu Archeological Complex (SBAC), Bujang Valley, Kedah, Malaysia 在马来西亚吉打州布江谷的双盖峇都考古建筑群(SBAC)的炼铁遗址提供旅游套餐的数字技术应用

Digital Applications in Archaeology and Cultural Heritage Pub Date : 2023-11-08 DOI: 10.1016/j.daach.2023.e00294

Mohd Hasfarisham Abd Halim , Naizatul Akma Mohd Mokhtar , Siti Nurul Siha Mohamad , Iklil Izzati Zakaria , Nur Saerah Abd Hamid , Shyeh Sahibul Karamah Masnan , Mokhtar Saidin

引用次数: 0

Inside out: Fusing 3D imaging modalities for the internal and external investigation of multi-material museum objects 由内而外:融合三维成像模式，对多材料博物馆藏品进行内部和外部调查

Digital Applications in Archaeology and Cultural Heritage Pub Date : 2023-10-31 DOI: 10.1016/j.daach.2023.e00296

Francien G. Bossema , Paul J.C. van Laar , Kimberly Meechan , Daniel O’Flynn , Joanne Dyer , Tristan van Leeuwen , Suzan Meijer , Erma Hermens , K. Joost Batenburg

{"title":"Inside out: Fusing 3D imaging modalities for the internal and external investigation of multi-material museum objects","authors":"Francien G. Bossema , Paul J.C. van Laar , Kimberly Meechan , Daniel O’Flynn , Joanne Dyer , Tristan van Leeuwen , Suzan Meijer , Erma Hermens , K. Joost Batenburg","doi":"10.1016/j.daach.2023.e00296","DOIUrl":"https://doi.org/10.1016/j.daach.2023.e00296","url":null,"abstract":"<div><p>3D imaging methods are increasingly employed in cultural heritage research to analyse and document objects in museum collections. In this work, we provide an interactive visualisation plugin for the open-source software Blender, to combine and inspect two complementary 3D imaging modalities: CT images, which capture the interior; and surface scans, which capture the exterior. 3D CT scan data can be visualised, both as volumetric representation and as orthogonal slices, and a 3D surface scan can be registered onto the CT data. It allows users to simultaneously and interactively inspect these modalities and to virtually cut through an object. It also provides tools for generating output images and videos for research and public outreach purposes. The plugin workflow was applied to four case studies from the collections of the Rijksmuseum, Amsterdam, and the British Museum, London. The plugin is published open-source together with detailed guidelines and a practice dataset.</p></div>","PeriodicalId":38225,"journal":{"name":"Digital Applications in Archaeology and Cultural Heritage","volume":"31 ","pages":"Article e00296"},"PeriodicalIF":0.0,"publicationDate":"2023-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2212054823000413/pdfft?md5=08590c2b5e18eca88583f6fcfb4dcddd&pid=1-s2.0-S2212054823000413-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"92122457","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

New technologies applied to the archaeological heritage of the city of Arucci (Aroche, Huelva): The experience of the Casa de Peristilo 新技术应用于阿鲁奇市(Huelva, Aroche)的考古遗产:Casa de Peristilo的经验

Digital Applications in Archaeology and Cultural Heritage Pub Date : 2023-10-31 DOI: 10.1016/j.daach.2023.e00299

Amanda López Sánchez, Javier Bermejo Meléndez

引用次数: 0

Comparison of extended reality platforms and tools for viewing and exhibiting art 扩展现实观看和展示艺术的平台和工具的比较

Digital Applications in Archaeology and Cultural Heritage Pub Date : 2023-10-31 DOI: 10.1016/j.daach.2023.e00298

Rebeka Vital , Stella Sylaiou , Dimitrios Koukopoulos , Konstantinos Koukoulis , Panagiotis Dafiotis , Christos Fidas

引用次数: 0

Post-excavation recording and 3D modeling in ship reconstruction: A case study of the Western Ledge Reef Wreck 船舶重建中的开挖后记录与三维建模——以西礁沉船为例

Digital Applications in Archaeology and Cultural Heritage Pub Date : 2023-10-23 DOI: 10.1016/j.daach.2023.e00297

Piotr T. Bojakowski, Raul Palomino Berrocal

引用次数: 0

Photogrammetric survey and spatial recording of settlement features at al-Jumayil (Jordan). 3D terrain model, DEM, orthographic map, and ground plan 约旦al-Jumayil聚落特征的摄影测量与空间记录。三维地形模型、DEM、正射影图、平面图

Digital Applications in Archaeology and Cultural Heritage Pub Date : 2023-10-21 DOI: 10.1016/j.daach.2023.e00295

Basema Hamarneh, Thomas Leutgeb

{"title":"Photogrammetric survey and spatial recording of settlement features at al-Jumayil (Jordan). 3D terrain model, DEM, orthographic map, and ground plan","authors":"Basema Hamarneh, Thomas Leutgeb","doi":"10.1016/j.daach.2023.e00295","DOIUrl":"https://doi.org/10.1016/j.daach.2023.e00295","url":null,"abstract":"<div><p><span>This paper discusses the modality of the digital surface documentation of the archaeological site of al-Jumayil during the 2021 excavation campaign organised by the Institute of Classical Archaeology of the University of Vienna. A digital terrain model encompassing an area of 23,783.4 m</span><sup>2</sup> was created using the photogrammetric range imaging technique SfM (Structure from Motion). It is based on 12,983 orthographic photographs. The resulting high-resolution 3D model – a snapshot in time displaying the current condition of the visible structures related to historic al-Jumayil – laid the foundation for further off-site data processing. In addition to the three-dimensional model, a digital elevation model (DEM), a georeferenced orthographic map, and a ground plan containing all visible wall structures of the settlement was produced from the collected data. This case study aims to present the in-field application of a systematic photogrammetric approach used as a fast and accurate tool for mapping an archaeological site step-by-step in two and three dimensions within a topographic survey.</p></div>","PeriodicalId":38225,"journal":{"name":"Digital Applications in Archaeology and Cultural Heritage","volume":"31 ","pages":"Article e00295"},"PeriodicalIF":0.0,"publicationDate":"2023-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"92046147","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: 0

Developing an interoperable cloud-based visualization workflow for 3D archaeological heritage data: The Palenque 3D Archaeological Atlas 为3D考古遗产数据开发可互操作的基于云的可视化工作流程:帕伦克3D考古地图集

Digital Applications in Archaeology and Cultural Heritage Pub Date : 2023-10-03 DOI: 10.1016/j.daach.2023.e00293

Arianna Campiani , Scott McAvoy , Nicola Lercari , Rodrigo Liendo Stuardo , Gerardo Jiménez Delgado , Javier López Mejía , Dominique Rissolo , Falko Kuester

引用次数: 0

Freely available LiDAR-derived digital terrain model (DTM) uncovers the heartland of the Dacian Kingdom 免费的激光雷达衍生的数字地形模型(DTM)揭示了达契亚王国的中心地带

Digital Applications in Archaeology and Cultural Heritage Pub Date : 2023-09-18 DOI: 10.1016/j.daach.2023.e00292

Aurora Pețan , Alexandru Hegyi

{"title":"Freely available LiDAR-derived digital terrain model (DTM) uncovers the heartland of the Dacian Kingdom","authors":"Aurora Pețan , Alexandru Hegyi","doi":"10.1016/j.daach.2023.e00292","DOIUrl":"https://doi.org/10.1016/j.daach.2023.e00292","url":null,"abstract":"<div><p>Throughout history, the Dacian landscape has aroused the imagination of many people. For decades, researchers have been fascinated by the magnificent structures the Dacians built and how they altered the mountains to their advantage. Dacian sites, despite their grandeur, remain mostly unknown due to their position deep within Romania's vast forests, generally in remote regions and hidden from the naked eye. Ground exploration in densely forested mountain regions is extremely difficult, and even if campaigns of conventional exploration had been undertaken, they would have been insufficient to provide a comprehensive picture of the Dacian world. The lack of high-resolution remote-sensing data for wide areas has made large-scale assessments of the landscape impractical. This is changing, as new large datasets of LiDAR-derived digital terrain models, covering the entire heartland of the Dacian Kingdom, are now freely available. This paper reports on one of the most recent freely available LiDAR-based high-resolution digital terrain models in Romania, its impact on Romanian mountain archaeology, and how this can shape future research directions in understanding the Dacian landscape.</p></div>","PeriodicalId":38225,"journal":{"name":"Digital Applications in Archaeology and Cultural Heritage","volume":"31 ","pages":"Article e00292"},"PeriodicalIF":0.0,"publicationDate":"2023-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49712616","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: 0