Catalogue Grounded Multimodal Attribution for Museum Video under Resource and Regulatory Constraints
Audiovisual (AV) archives in museums and galleries are growing rapidly, but much of this material remains effectively locked away because it lacks consistent, searchable metadata. Existing method for archiving requires extensive manual effort. We address this by automating the most labour intensive part of the workflow: catalogue style metadata curation for in gallery video, grounded in an existing collection database. Concretely, we propose catalogue-grounded multimodal attribution for museum AV content using an open, locally deployable video language model. We design a multi pass pipeline that (i) summarises artworks in a video, (ii) generates catalogue style descriptions and genre labe...
| Authors | Minsak Nanang, Adrian Hilton, Armin Mustafa |
|---|---|
| Primary category | cs.MM |
| Published | 11 March 2026 |
| Last updated at source | 2 April 2026 |
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