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Competitive interactive video retrieval in virtual reality with vitrivr-VR

Spiess, Florian; Gasser, Ralph; Heller, Silvan; Rossetto, Luca; Sauter, Loris; Schuldt, Heiko (2021). Competitive interactive video retrieval in virtual reality with vitrivr-VR. In: International Conference on Multimedia Modeling, Prague, 22 July 2021 - 24 July 2021. Springer, 441-447.

Abstract

Virtual Reality (VR) has emerged and developed as a new modality to interact with multimedia data. In this paper, we present vitrivr-VR, a prototype of an interactive multimedia retrieval system in VR based on the open source full-stack multimedia retrieval system vitrivr. We have implemented query formulation tailored to VR: Users can use speech-to-text to search collections via text for concepts, OCR and ASR data as well as entire scene descriptions through a video-text co-embedding feature that embeds sentences and video sequences into the same feature space. Result presentation and relevance feedback in vitrivr-VR leverages the capabilities of virtual spaces.
Keywords
Video Browser Showdown Virtual Reality Interactive video retrieval

Additional indexing

Item Type:Conference or Workshop Item (Paper), refereed, original work
Communities & Collections:03 Faculty of Economics > Department of Informatics
Dewey Decimal Classification:000 Computer science, knowledge & systems
Scopus Subject Areas:Physical Sciences > Theoretical Computer Science
Physical Sciences > General Computer Science
Scope:Discipline-based scholarship (basic research)
Language:English
Event End Date:24 July 2021
Deposited On:11 Jul 2021 09:28
Last Modified:06 Mar 2024 14:34
Publisher:Springer
OA Status:Green
Publisher DOI:https://doi.org/10.1007/978-3-030-67835-7_42
Related URLs:https://link.springer.com/chapter/10.1007%2F978-3-030-67835-7_42
Other Identification Number:merlin-id:20803
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