57 citations · 218 across the 37 of their papers we have counts for
4 papers · 1 filter
Multimedia and Visual Analytics in the Agentic Era
Marcel Worring, Jan Zahálka, Stef van den Elzen +2
Professional users need tools to help them gain actionable insights from large multimedia collections. Foundation models and AI agents have rapidly changed the playing field, and i…
II-20: Intelligent and pragmatic analytic categorization of image collections
Jan Zahálka, Marcel Worring, Jarke J. van Wijk
We introduce II-20 (Image Insight 2020), a multimedia analytics approach for analytic categorization of image collections. Advanced visualizations for image collections exist, but…
Exquisitor: Interactive Learning at Large
Björn Þór Jónsson, Omar Shahbaz Khan, Hanna Ragnarsdóttir +6
Increasing scale is a dominant trend in today's multimedia collections, which especially impacts interactive applications. To facilitate interactive exploration of large multimedia…
OmniArt: Multi-task Deep Learning for Artistic Data Analysis
Gjorgji Strezoski, Marcel Worring
Vast amounts of artistic data is scattered on-line from both museums and art applications. Collecting, processing and studying it with respect to all accompanying attributes is an…