Hi!
Thanks for dropping by my site.
I am a computer science researcher specializing in large-scale multimedia retrieval and analytics. My work focuses on how people search and interact with massive multimedia collections, and on building retrieval systems that balance performance, scalability, and efficiency.
I develop multimedia systems that combine foundation models, high-dimensional indexing, and databases to support both exploration (e.g., browsing and summarizing) and search (e.g., query-based retrieval).
A key theme in my research is resource-aware system design. That means understanding and optimizing how storage, memory, and compute demands evolve as collections grow, so systems scale efficiently without simply adding more hardware.
I am also interested in understanding human information-seeking behavior and how it might inspire new forms of adaptive or strategy-driven retrieval systems.
You can reach me at omsh@itu.dk, or at osk@oskhan.com for anything outside work.
News
- Oct 2026
Exquisitor won Video Retrieval for Beginners (VR4B) at CBMI 2026, a competition where audience members, not expert users, operate the systems.
- Jun 2026
Two papers at ICMR 2026 in Amsterdam, one on what drove success at VBS 2026 and one on optimizing long-running media aggregation queries.
- Jan 2026
Exquisitor took 2nd place at the Video Browser Showdown (VBS) 2026 in Prague. The system paper, Temporal Queries Revisited, is available in the MMM 2026 proceedings.
- Nov 2025
Started as Assistant Professor at the IT University of Copenhagen.
- Oct 2025
multiXview won the CASTLE 2025 Interactive Grand Challenge at ACM Multimedia 2025 in Dublin.
- Jun 2025
Exquisitor won the interactive track of the IViSE workshop at CVPR 2025.
Awards
Winner · Video Retrieval for Beginners (VR4B), CBMI 2026
Exquisitor · Oct 2026
2nd place · Video Browser Showdown (VBS) 2026
Exquisitor · Jan 2026
Exquisitor at the Video Browser Showdown 2026: Temporal Queries RevisitedWhat Drove Success at the 15th Video Browser Showdown? A Comprehensive Interaction-Logging AnalysisWinner · CASTLE 2025 Interactive Grand Challenge, ACM Multimedia 2025
multiXview · Oct 2025
Interactive Retrieval System for Multi-Stream Collections: multiXview at CASTLE 2025 Interactive Grand ChallengeWinner, interactive track · IViSE Workshop, CVPR 2025
Exquisitor · Jun 2025
Can Relevance Feedback, Conversational Search and Foundation Models Work Together for Interactive Video Search and Exploration?