Feature-driven video segmentation and advanced querying with Vitrivr-engine

L Rossetto, R Gasser - International Conference on Multimedia Modeling, 2025 - Springer
The vitrivr system has been a long-term contributor to the annual Video Browser Showdown.
In our 2024 participation, we introduced a new core retrieval engine to the vitrivr stack …

General Purpose Multimedia Retrieval with vitrivr at LSC'24

L Sauter, R Gasser, L Rettig, H Schuldt… - Proceedings of the 7th …, 2024 - dl.acm.org
The collection of lifelog data---visual and multi-sensory data, including biometric and
spatiotemporal metadata---becomes easier and more supported by commercial products …

MediaMix: Multimedia Retrieval in Mixed Reality

R Arnold, R Kempf, R Waltenspül, H Schuldt - International Conference on …, 2025 - Springer
Extended reality (XR), which encompasses the concepts of augmented (AR), mixed (MR),
and virtual reality (VR), enables unique user interactions. Focusing on mixed reality is …

Multimodal Understanding: Investigating the Capabilities of Large Multimodal Models for Object Detection in XR Applications

R Arnold, H Schuldt - Proceedings of the 2nd Workshop on Large …, 2024 - dl.acm.org
Extended Reality (XR), encompassing the concepts of augmented, virtual, and mixed reality,
has the potential to offer unprecedented types of user interactions. An essential requirement …

Simplified Video Retrieval in Virtual Reality with vitrivr-VR

F Spiess, L Rossetto, H Schuldt - International Conference on Multimedia …, 2025 - Springer
The use and application of virtual reality (VR) continue to grow as more advanced VR-
capable hardware is developed. With VR hardware entering the mainstream, it becomes …

VideoEase at VBS2025: An Interactive Video Retrieval System

QL Tran, B Nguyen, GJF Jones, C Gurrin - International Conference on …, 2025 - Springer
We present the VideoEase interactive video retrieval system, which we used to participate in
VBS2025. This is the first time that VideoEase has taken part in the VBS challenge …

NII-UIT at VBS2025: Multimodal Video Retrieval with LLM Integration and Dynamic Temporal Search

BT Gia, TBC Khanh, TLT Thanh, TT Doan, K Le… - … on Multimedia Modeling, 2025 - Springer
In summary, our innovative retrieval system for interactive video search, developed for the
VBS 2025 competition, significantly elevates the user experience through the utilization of …