Interactive video retrieval in the age of effective joint embedding deep models: lessons from the 11th VBS

J Lokoč, S Andreadis, W Bailer, A Duane, C Gurrin… - Multimedia …, 2023 - Springer
This paper presents findings of the eleventh Video Browser Showdown competition, where
sixteen teams competed in known-item and ad-hoc search tasks. Many of the teams utilized …

Interactive video retrieval evaluation at a distance: comparing sixteen interactive video search systems in a remote setting at the 10th video browser showdown

S Heller, V Gsteiger, W Bailer, C Gurrin… - International Journal of …, 2022 - Springer
Abstract The Video Browser Showdown addresses difficult video search challenges through
an annual interactive evaluation campaign attracting research teams focusing on interactive …

Comparing interactive retrieval approaches at the lifelog search challenge 2021

LD Tran, MD Nguyen, DT Dang-Nguyen, S Heller… - IEEE …, 2023 - ieeexplore.ieee.org
The Lifelog Search Challenge (LSC) is an interactive benchmarking evaluation workshop for
lifelog retrieval systems. The challenge was first organised in 2018 aiming to find the system …

The best of both worlds: Lifelog retrieval with a desktop-virtual reality hybrid system

F Spiess, R Gasser, H Schuldt, L Rossetto - Proceedings of the 6th …, 2023 - dl.acm.org
Personal lifelog data collections are becoming more common as a memory aid, as well as
for analytical tasks, such as health and fitness analysis. Due to the multimodal and personal …

Multi-modal video retrieval in virtual reality with vitrivr-VR

F Spiess, R Gasser, S Heller, M Parian-Scherb… - … on Multimedia Modeling, 2022 - Springer
In multimedia search, appropriate user interfaces (UIs) are essential to enable effective
specification of the user's information needs and the user-friendly presentation of search …

Exploring intuitive lifelog retrieval and interaction modes in virtual reality with vitrivr-vr

F Spiess, R Gasser, S Heller, L Rossetto… - Proceedings of the 4th …, 2021 - dl.acm.org
The multimodal nature of lifelog data collections poses unique challenges for multimedia
management and retrieval systems. The Lifelog Search Challenge (LSC) offers an annual …

Towards explainable interactive multi-modal video retrieval with vitrivr

S Heller, R Gasser, C Illi, M Pasquinelli… - … on Multimedia Modeling, 2021 - Springer
This paper presents the most recent iteration of the vitrivr multimedia retrieval system for its
participation in the Video Browser Showdown (VBS) 2021. Building on existing functionality …

Exploring effective interactive text-based video search in vitrivr

L Sauter, R Gasser, S Heller, L Rossetto… - … on Multimedia Modeling, 2023 - Springer
Abstract vitrivr is a general purpose retrieval system that supports a wide range of query
modalities. In this paper, we briefly introduce the system and describe the changes and …

A new retrieval engine for vitrivr

R Gasser, R Arnold, F Faber, H Schuldt… - … on Multimedia Modeling, 2024 - Springer
While the vitrivr stack has seen many changes in components over the years, its feature
extraction and query processing engine traces its history back almost a decade. Some …

vitrivr at the Lifelog Search Challenge 2022

S Heller, L Rossetto, L Sauter, H Schuldt - … of the 5th Annual on Lifelog …, 2022 - dl.acm.org
In this paper, we present the iteration of the multimedia retrieval system vitrivr participating at
LSC 2022. vitrivr is a general-purpose retrieval system which has previously participated at …