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 audiov...
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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Netherlands Institute for Sound and Vision
2024-12-01
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| Series: | VIEW Journal of European Television History and Culture |
| Subjects: | |
| Online Access: | https://account.viewjournal.eu/index.php/up-j-viewjethc/article/view/355 |
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| _version_ | 1832575590297763840 |
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| author | Sara Veldhoen Rana Klein Mari Wigham Roeland Ordelman Teng Long Nanne van Noord |
| author_facet | Sara Veldhoen Rana Klein Mari Wigham Roeland Ordelman Teng Long Nanne van Noord |
| author_sort | Sara Veldhoen |
| collection | DOAJ |
| description | 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?’. |
| format | Article |
| id | doaj-art-6f94bf535948439c91cf9e1543c1c3a4 |
| institution | Kabale University |
| issn | 2213-0969 |
| language | English |
| publishDate | 2024-12-01 |
| publisher | Netherlands Institute for Sound and Vision |
| record_format | Article |
| series | VIEW Journal of European Television History and Culture |
| spelling | doaj-art-6f94bf535948439c91cf9e1543c1c3a42025-01-31T23:06:28ZengNetherlands Institute for Sound and VisionVIEW Journal of European Television History and Culture2213-09692024-12-011326707610.18146/view.355332Exploring New Dimensions of Archives: Finding Audiovisually Similar Programmes with the Help of Neural NetworksSara Veldhoen0Rana Klein1Mari Wigham2Roeland Ordelman3Teng Long4Nanne van Noord5Netherlands Institute for Sound & VisionNetherlands Institute for Sound & VisionNetherlands Institute for Sound & VisionNetherlands Institute for Sound & VisionUniversity of AmsterdamUniversity of AmsterdamSearching 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?’.https://account.viewjournal.eu/index.php/up-j-viewjethc/article/view/355deep learningarchivevisual featuresaudio featuresimage similaritysearch |
| spellingShingle | Sara Veldhoen Rana Klein Mari Wigham Roeland Ordelman Teng Long Nanne van Noord Exploring New Dimensions of Archives: Finding Audiovisually Similar Programmes with the Help of Neural Networks VIEW Journal of European Television History and Culture deep learning archive visual features audio features image similarity search |
| title | Exploring New Dimensions of Archives: Finding Audiovisually Similar Programmes with the Help of Neural Networks |
| title_full | Exploring New Dimensions of Archives: Finding Audiovisually Similar Programmes with the Help of Neural Networks |
| title_fullStr | Exploring New Dimensions of Archives: Finding Audiovisually Similar Programmes with the Help of Neural Networks |
| title_full_unstemmed | Exploring New Dimensions of Archives: Finding Audiovisually Similar Programmes with the Help of Neural Networks |
| title_short | Exploring New Dimensions of Archives: Finding Audiovisually Similar Programmes with the Help of Neural Networks |
| title_sort | exploring new dimensions of archives finding audiovisually similar programmes with the help of neural networks |
| topic | deep learning archive visual features audio features image similarity search |
| url | https://account.viewjournal.eu/index.php/up-j-viewjethc/article/view/355 |
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