Exploring New Dimensions of Archives: Finding Audiovisually Similar Programmes with the Help of Neural Networks

Searching for programs with audiovisually similar keyframes offers a completely new way of finding related content. It enables researchers to analyse the re-use and spread of imagery. We have implemented a ‘Similarity’ tool in the Media Suite, a Research Environment for analysing content from audiovisual archives. User evaluation of this tool produced enthusiastic responses, and also interesting reflections on the expectations of users - ‘what do we regard as similar?’.

Authors

Publication Details

Journal
VIEW Journal of European Television History and Culture
Published
2024-12-30
DOI
https://doi.org/10.18146/view.355
Citations
1
Primary Topic
Music and Audio Processing
Type
article
Field-Weighted Citation Impact
0.35
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article

Exploring New Dimensions of Archives: Finding Audiovisually Similar Programmes with the Help of Neural Networks

Sara Veldhoen, Roeland Ordelman, Rana Klein, Nanne van Noord et al.
1 citations
VIEW Journal of European Television History and Culture
Music and Audio Processing
0.35
article

Exploring New Dimensions of Archives: Finding Audiovisually Similar Programmes with the Help of Neural Networks

Sara Veldhoen, Roeland Ordelman, Rana Klein, Nanne van Noord, Mari Wigham, Teng Long
article en
1 citations

Abstract

Searching for programs with audiovisually similar keyframes offers a completely new way of finding related content. It enables researchers to analyse the re-use and spread of imagery. We have implemented a ‘Similarity’ tool in the Media Suite, a Research Environment for analysing content from audiovisual archives. User evaluation of this tool produced enthusiastic responses, and also interesting reflections on the expectations of users - ‘what do we regard as similar?’.

VIEW Journal of European Television History and CultureVol. 13(26)
Openalex Percentile: Top 39%
Music and Audio Processing
0.35
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Exploring New Dimensions of Archives: Finding Audiovisually Similar Programmes with the Help of Neural Networks — Sara Veldhoen, Roeland Ordelman, et al. · VIEW Journal of European Television History and Culture (2024) | TGRS Research Map | TGRS