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SEMANTIC ANNOTATIONS ON HERITAGE MODELS: 2D/3D APPROACHES AND FUTURE RESEARCH CHALLENGES

V. Croce, G. Caroti, L. De Luca, A. Piemonte, P. Véron
2020 The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences  
Starting from the existing literature, aim of this work is to discuss how semantic annotations are used, in digital architectural heritage models, to link the geometrical representation of an artefact  ...  Most consolidated methods -such as traditional mapping on 2D media, are compared with more recent approaches making the most of 3D representation.  ...  ACKNOWLEDGEMENTS The presented work is the first result of a collaboration between the Department of Civil and Environmental Engineering of the University of Florence, the Department of Civil and Industrial  ... 
doi:10.5194/isprs-archives-xliii-b2-2020-829-2020 fatcat:64oqazgebnfrlbxdhdzmzw4k34

Cultural Heritage Sites Holistic Documentation Through Semantic Web Technologies [chapter]

Anna Elisabetta Ziri, Peter Bonsma, Iveta Bonsma, Ernesto Iadanza, Federica Maietti, Marco Medici, Federico Ferrari, Pedro Martín Lerones
2019 Communications in Computer and Information Science  
Scientific Committee This research project has received funding from the European Union's H2020 Framework Programme for research and innovation under Grant agreement no 665220.  ...  Ontology for Media Resources With the advent of new ways of exploiting CH 3D models through VR and AR, we can be sure that a typical example of data enrichment would be through media files [6] .  ...  the 3D model analysis and exploration.  ... 
doi:10.1007/978-3-030-12960-6_23 fatcat:ua3elcnqjjbhljkfnleositrqa

Augmentation of Contextualized Concatenated Word Representation and Dilated Convolution Neural Network for Sentiment Analysis

Fazeel Abid, Ikram Ud Din, Ahmad Almogren, Hasan Ali Khattak, Mirza Waqar Baig
2021 Wireless Communications and Mobile Computing  
In CCWRs, different word representation models, for example, Word2Vec, its optimized version FastText and Global Vectors, and GloVe, collectively create contextualized representations upon the sequence  ...  To solve these problems, in this paper, a contextualized concatenated word representation (CCWRs) is initialized from social media data based on text which is essential to misspelled and out of vocabulary  ...  Initially, different word representational models are concatenated, referred to as contextualized concatenated word representation (CCWRs) Second, the 3D-CNN architecture in this work is made by utilizing  ... 
doi:10.1155/2021/1428710 doaj:283e7b7dc9fd4ddb8f8b47bf6fd0d071 fatcat:fj7jc3fzrbd3di6udnnb7vhcim

V4Ann: Representation and Interlinking of Atom-Based Annotations of Digital Content [chapter]

Georgios Meditskos, Stefanos Vrochidis, Ioannis Kompatsiaris
2019 Lecture Notes in Computer Science  
The framework is part of the V4Design platform that aims to re-use and re-purpose existing heterogeneous multimedia content by semantically enriching and transforming assets into a 3D representation, so  ...  as to inspire and support the design, architecture, as well as 3D and VR game industries.  ...  This work was supported by the EC funded projects V4Design (H2020-779962) and MindSpaces (H2020-825079).  ... 
doi:10.1007/978-3-030-33220-4_10 fatcat:b3u6bz5prjgzreqwagxrd6dsp4

Semantic and geometric enrichment of 3D geo-spatial models with captioned photos and labelled illustrations

Chris Jones, Paul Rosin, Jonathan Slade
2014 Proceedings of the Third Workshop on Vision and Language  
There are many 3D digital models of buildings with cultural heritage interest, but most of them lack semantic annotation that could be used to inform users of mobile and desktop applications about their  ...  origins and architectural features.  ...  Concluding Remarks In this paper we have summarised an approach to semantic and geometric enrichment of 3D building models that exploits a mix of captioned photos from social media with captioned photos  ... 
doi:10.3115/v1/w14-5409 dblp:conf/acl-vl/JonesRS14 fatcat:35z6gne6cndftmnx4qnwrlbbz4

3D MODELING AND DATA ENRICHMENT IN DIGITAL RECONSTRUCTION OF ARCHITECTURAL HERITAGE

F. I. Apollonio, M. Gaiani, Z. Sun
2013 The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences  
construction of the digital model, not only as a means to modeling a building but as a cognitive system, (b) to show conceptual similarity between the treaties and BIM, (c) to propose new and more robust  ...  solutions to the 3D modeling from 2D drawings for CH artifacts, able to allow the verification of the assumptions used during the reconstruction pipeline, (d) to make use of interactive technical reference  ...  A knowledge-based architectural system may propose, i.e., new meanings of the concept of architectural representation, adding an extra dimension, temporal one (diachronic and synchronic), which allows  ... 
doi:10.5194/isprsarchives-xl-5-w2-43-2013 fatcat:kinrmj4iqfe2ratymuntsn3yqa

The Duraark Project– Long-Term Preservation Of Architectural 3D-Data

Michelle Lindlar, Hedda Saemann
2014 Zenodo  
The paper presents first findings of the project and covers identified requirements for the preservation of 3D data from the data storage, the file format choice as well as the semantic perspective.  ...  With the shift from analogue 2D plans to digital 3D representations in architecture, these materials create a growing data pool ideally documenting an object's life cycle.  ...  The SDA is accompanied by a semantic digital observatory (SDO), which profiles external datasets and is responsible for monitoring and capturing new snapshots of existing datasets or new datasets altogether  ... 
doi:10.5281/zenodo.1326653 fatcat:xto4ywqwh5cu7dfbtxwxkeawqa

Visual Metaphors for Semantic Cultural Heritage

Rossana Damiano, Vincenzo Lombardo, Antonio Lieto
2015 Proceedings of the 7th International Conference on Intelligent Technologies for Interactive Entertainment  
In Labyrinth, the user is immersed in a 3D labyrinth where turning points and paths represent a set of cultural artifacts and the semantic relations holding among them.  ...  In cultural heritage, the current shift toward semantic encoding opens the way to the creation of interfaces that allow the users to orientate themselves easily in media repositories through a visual representation  ...  The results of the evaluation show a good acceptance of the visual design of the 3D interface and provide the basis for developing other applications based on the same framework.  ... 
doi:10.4108/icst.intetain.2015.259506 dblp:journals/fiee/DamianoLL15 fatcat:udmep2kunbgzpekmp6ttsj2dse

3D Documentation and Semantic Aware Representation of Cultural Heritage: the INCEPTION Project [article]

Roberto Di Giulio, Federica Maietti, Emanuele Piaia
2016 Eurographics Workshop on Graphics and Cultural Heritage  
the implementation of semantic information to a wider and more extensive use of 3D digital models.  ...  Heritage in Europe through 3D semantic modelling", funded by EC within the Programme Horizon 2020.  ...  Semantic enrichment will result in "intelligent" 3D models for multiple purposes depending on the needs and the level of knowledge of the end-users (e.g. 3D semantic models contain geometric information  ... 
doi:10.2312/gch.20161406 dblp:conf/vast/GiulioMP16 fatcat:bjb4cdoc4nfqhjczs5er3s744m

SCULPTEUR: Multimedia Retrieval for Museums [chapter]

Simon Goodall, Paul H. Lewis, Kirk Martinez, Patrick A. S. Sinclair, Fabrizio Giorgini, Matthew J. Addis, Mike J. Boniface, Christian Lahanier, James Stevenson
2004 Lecture Notes in Computer Science  
Key elements in the system are the introduction of 3-D models of museum artefacts together with 3-D as well as 2-D content based retrieval and navigation facilities and the development of a semantic layer  ...  Interoperability protocols are designed to allow external applications to access the collection and an example is given of an e-Learning facility which uses models extracted to a virtual museum.  ...  on the architecture and functionality required in the new system.  ... 
doi:10.1007/978-3-540-27814-6_74 fatcat:ho4nrxixbjabpm34coetqxrray

HyperReal

Luis Romero, Nuno Correia
2003 Proceedings of the fourteenth ACM conference on Hypertext and hypermedia - HYPERTEXT '03  
The proposed model is being tested in a gaming and storytelling environment that integrates the real world, media elements and virtual 3D worlds.  ...  This paper describes a generic hypermedia model that is used as a framework for building context aware and mixed reality applications.  ...  information and adding new content at a later time enables the creation of new story lines and interactive experiences.  ... 
doi:10.1145/900051.900055 dblp:conf/ht/RomeroC03 fatcat:jhftwny5qjfrblkxjzoix3jwhi

HyperReal

Luis Romero, Nuno Correia
2003 Proceedings of the fourteenth ACM conference on Hypertext and hypermedia - HYPERTEXT '03  
The proposed model is being tested in a gaming and storytelling environment that integrates the real world, media elements and virtual 3D worlds.  ...  This paper describes a generic hypermedia model that is used as a framework for building context aware and mixed reality applications.  ...  information and adding new content at a later time enables the creation of new story lines and interactive experiences.  ... 
doi:10.1145/900054.900055 fatcat:ajo3tuk54zfrjo35kkhqcbiamu

A semantic-based platform for the digital analysis of architectural heritage

Livio De Luca, Chawee Busayarat, Chiara Stefani, Philippe Véron, Michel Florenzano
2011 Computers & graphics  
The proposed approach aims to organize multiple representations (and associated information) around a semantic description model with the goal of defining a system for the multi-field analysis of buildings  ...  platform for the digital analysis of architectural heritage -a b s t r a c t This essay focuses on the fields of architectural documentation and digital representation.  ...  By aligning images and the 3D model, the 3D model profile is projected on the 2D image with the goal of superposing a semantic layer on the original image.  ... 
doi:10.1016/j.cag.2010.11.009 fatcat:uzj7rkzkdjaupl7sn5h7pmic5q

Enhancing Heritage fruition through 3D semantic modelling and digital tools: the INCEPTION project

Federica Maietti, Roberto Di Giulio, Emanuele Piaia, Marco Medici, Federico Ferrari
2018 IOP Conference Series: Materials Science and Engineering  
The INCEPTION project, "Inclusive Cultural Heritage in Europe through 3D Semantic Modelling", started in June 2015 and lasting four years, aims at developing advanced 3D modelling for accessing and understanding  ...  enriched 3D models.  ...  , Reflective-7-2014, Advanced 3D modelling for accessing and understanding European cultural assets).  ... 
doi:10.1088/1757-899x/364/1/012089 fatcat:2nmxxlfvgre5tkagq5x76exopm

Limitations and Review of Geometric Deep Learning Algorithms for Monocular 3D Reconstruction in Architecture [chapter]

Alberto Tono, Meher Shashwat Nigam, Stasya Fedorova, Amirhossein Ahmadnia, Cecilia Bolognesi
2021 Representation Challenges. Augmented Reality and Artificial Intelligence in Cultural Heritage and Innovative Design Domain  
Henceforth, engineers and computer scientists could benefit, not only from having the 3D representations but also from the Building Information Model (BIM) at their disposal.  ...  We recognize the importance of generating a 3D reconstruction from a single image for many different industries, not only for Architecture, Engineering, and Construction (AEC) industry but also for robotics  ...  ), and semantic properties ontologies.  ... 
doi:10.3280/oa-686.68 fatcat:mptclsua2rbvpdmebcdysl2vzy
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