Enriching Metaverse with Memories Through Generative AI: A Case Study

The paper introduces MetaMemory, an approach to generate 3D models from either textual descriptions or photographs of objects, offering dual input modes for enhanced representation. MetaMemory's architecture is discussed presenting the tools employed in extracting the object from the image, generating the 3D mesh from texts or images, and visualizing the object reconstruction in an immersive scenario. Afterwards, a case study in which we experienced reconstructing memories of ancient crafts is examined together with the achieved results, by highlighting current limitations and potential applications.

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Published
2024-10-21
DOI
https://doi.org/10.1109/metroxraine62247.2024.10796338
Primary Topic
Virtual Reality Applications and Impacts
Type
article
Field-Weighted Citation Impact
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article

Enriching Metaverse with Memories Through Generative AI: A Case Study

Silvia Franchini, Luca Sabatucci, Salvatore Gaglio, Giuseppe Caggianese et al.
Virtual Reality Applications and Impacts
article

Enriching Metaverse with Memories Through Generative AI: A Case Study

Silvia Franchini, Luca Sabatucci, Salvatore Gaglio, Giuseppe Caggianese, Luigi Gallo, Agnese Augello, Maria Rausa
article en

Abstract

The paper introduces MetaMemory, an approach to generate 3D models from either textual descriptions or photographs of objects, offering dual input modes for enhanced representation. MetaMemory's architecture is discussed presenting the tools employed in extracting the object from the image, generating the 3D mesh from texts or images, and visualizing the object reconstruction in an immersive scenario. Afterwards, a case study in which we experienced reconstructing memories of ancient crafts is examined together with the achieved results, by highlighting current limitations and potential applications.

Institute for High Performance Computing and Networking (IT), National Research Council (IT)
Openalex Percentile: Top 76%
Virtual Reality Applications and Impacts
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Enriching Metaverse with Memories Through Generative AI: A Case Study — Silvia Franchini, Luca Sabatucci, et al. · (2024) | TGRS Research Map | TGRS