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Automatic Generation of Coherent Image Galleries in Virtual Reality

Peterhans, Simon and Sauter, Loris and Spiess, Florian and Schuldt, Heiko. (2022) Automatic Generation of Coherent Image Galleries in Virtual Reality. In: Linking Theory and Practice of Digital Libraries: 26th International Conference on Theory and Practice of Digital Libraries, TPDL 2022, Padua, Italy, September 20–23, 2022, Proceedings. pp. 282-288.

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Official URL: https://edoc.unibas.ch/93173/

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Abstract

With the rapidly increasing size of digitized and born-digital multimedia collections in archives, museums and private collections, manually curating collections becomes a nearly impossible task without disregarding large parts of the collection. In this paper, we propose the use of Self-Organizing Maps (SOMs) to automatically generate coherent image galleries that allow intuitive, user-driven exploration of large multimedia collections in virtual reality (VR). We extend the open-source VR museum VIRTUE to support such exhibitions and apply it on different collections using various image features. A successful pilot test took place at the Basel Historical Museum with more than 300 participants.
Faculties and Departments:05 Faculty of Science > Departement Mathematik und Informatik > Informatik > Databases and Information Systems (Schuldt)
UniBasel Contributors:Schuldt, Heiko and Peterhans, Simon and Sauter, Loris and Spiess, Florian
Item Type:Conference or Workshop Item, refereed
Conference or workshop item Subtype:Conference Paper
Publisher:Springer
e-ISBN:978-3-031-16801-7
Note:Publication type according to Uni Basel Research Database: Conference paper
Language:English
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Last Modified:20 Feb 2023 09:25
Deposited On:20 Feb 2023 09:25

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