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dc.contributor.author | Mora, Pau | es_ES |
dc.contributor.author | García-Moll, Clara | es_ES |
dc.contributor.author | Ivorra, Eugenio | es_ES |
dc.contributor.author | Ortega Pérez, Mario | es_ES |
dc.contributor.author | Alcañiz Raya, Mariano Luis | es_ES |
dc.date.accessioned | 2024-11-11T19:03:55Z | |
dc.date.available | 2024-11-11T19:03:55Z | |
dc.date.issued | 2024-06 | es_ES |
dc.identifier.uri | http://hdl.handle.net/10251/211621 | |
dc.description.abstract | [EN] Virtualization plays a critical role in enriching the user experience in Virtual Reality (VR) by offering heightened realism, increased immersion, safer navigation, and newly achievable levels of interaction and personalization, specifically in indoor environments. Traditionally, the creation of virtual content has fallen under one of two broad categories: manual methods crafted by graphic designers, which are labor-intensive and sometimes lack precision; traditional Computer Vision (CV) and Deep Learning (DL) frameworks that frequently result in semi-automatic and complex solutions, lacking a unified framework for both 3D reconstruction and scene understanding, often missing a fully interactive representation of the objects and neglecting their appearance. To address these diverse challenges and limitations, we introduce the Virtual Experience Toolkit (VET), an automated and user-friendly framework that utilizes DL and advanced CV techniques to efficiently and accurately virtualize real-world indoor scenarios. The key features of VET are the use of ScanNotate, a retrieval and alignment tool that enhances the precision and efficiency of its precursor, supported by upgrades such as a preprocessing step to make it fully automatic and a preselection of a reduced list of CAD to speed up the process, and the implementation in a user-friendly and fully automatic Unity3D application that guides the users through the whole pipeline and concludes in a fully interactive and customizable 3D scene. The efficacy of VET is demonstrated using a diversified dataset of virtualized 3D indoor scenarios, supplementing the ScanNet dataset. | es_ES |
dc.description.sponsorship | This research was funded by the European Community's Horizon 2020 (FETPROACT-2018-2020). Grant Agreement RIA-101017727 Experience. The author P.M. is the beneficiary of a University Teacher Training scholarship granted by the Spanish Ministry of Universities. | es_ES |
dc.language | Inglés | es_ES |
dc.publisher | MDPI AG | es_ES |
dc.relation.ispartof | Sensors | es_ES |
dc.rights | Reconocimiento (by) | es_ES |
dc.subject | 3D scene understanding | es_ES |
dc.subject | Indoor scenes | es_ES |
dc.subject | Virtual reality (VR) | es_ES |
dc.subject | ScanNet | es_ES |
dc.subject | Scene reconstruction | es_ES |
dc.subject.classification | INGENIERIA DE SISTEMAS Y AUTOMATICA | es_ES |
dc.subject.classification | EXPRESION GRAFICA EN LA INGENIERIA | es_ES |
dc.title | Virtual Experience Toolkit: An End-to-End Automated 3D Scene Virtualization Framework Implementing Computer Vision Techniques | es_ES |
dc.type | Artículo | es_ES |
dc.identifier.doi | 10.3390/s24123837 | es_ES |
dc.relation.projectID | info:eu-repo/grantAgreement/EC/H2020/101017727/EU/The ¿Extended-Personal Reality¿: augmented recording and transmission of virtual senses through artificial-IntelligENCE/ | es_ES |
dc.rights.accessRights | Abierto | es_ES |
dc.contributor.affiliation | Universitat Politècnica de València. Escuela Técnica Superior de Ingeniería Agronómica y del Medio Natural - Escola Tècnica Superior d'Enginyeria Agronòmica i del Medi Natural | es_ES |
dc.description.bibliographicCitation | Mora, P.; García-Moll, C.; Ivorra, E.; Ortega Pérez, M.; Alcañiz Raya, ML. (2024). Virtual Experience Toolkit: An End-to-End Automated 3D Scene Virtualization Framework Implementing Computer Vision Techniques. Sensors. 24(12). https://doi.org/10.3390/s24123837 | es_ES |
dc.description.accrualMethod | S | es_ES |
dc.relation.publisherversion | https://doi.org/10.3390/s24123837 | es_ES |
dc.type.version | info:eu-repo/semantics/publishedVersion | es_ES |
dc.description.volume | 24 | es_ES |
dc.description.issue | 12 | es_ES |
dc.identifier.eissn | 1424-8220 | es_ES |
dc.identifier.pmid | 38931621 | es_ES |
dc.identifier.pmcid | PMC11207716 | es_ES |
dc.relation.pasarela | S\520492 | es_ES |
dc.contributor.funder | European Commission | es_ES |
dc.contributor.funder | Ministerio de Universidades | es_ES |