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 …

Marine video kit: a new marine video dataset for content-based analysis and retrieval

QT Truong, TA Vu, TS Ha, J Lokoč, YH Wong… - … on Multimedia Modeling, 2023 - Springer
Effective analysis of unusual domain specific video collections represents an important
practical problem, where state-of-the-art general purpose models still face limitations …

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 …

VISIONE at video browser showdown 2023

G Amato, P Bolettieri, F Carrara, F Falchi… - … on multimedia modeling, 2023 - Springer
In this paper, we present the fourth release of VISIONE, a tool for fast and effective video
search on a large-scale dataset. It includes several search functionalities like text search …

Vibro: video browsing with semantic and visual image embeddings

K Schall, N Hezel, K Jung, KU Barthel - International Conference on …, 2023 - Springer
Vibro represents a powerful tool for interactive video retrieval and browsing and is the
winner of the Video Browser Showdown 2022. Following the saying of “never change a …

Multimodal interactive lifelog retrieval with vitrivr-VR

F Spiess, H Schuldt - Proceedings of the 5th Annual on Lifelog Search …, 2022 - dl.acm.org
The multimodal nature of lifelog data poses unique challenges for analysis, indexing and
interactive retrieval. To address these challenges, the Lifelog Search Challenge (LSC) is an …

lifexplore at the lifelog search challenge 2021

A Leibetseder, K Schoeffmann - Proceedings of the 4th Annual on …, 2021 - dl.acm.org
Since its first iteration in 2018, the Lifelog Search Challenge (LSC) continues to rise in
popularity as an interactive lifelog data retrieval competition, co-located at the ACM …

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 …

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 …

Visione: a large-scale video retrieval system with advanced search functionalities

G Amato, P Bolettieri, F Carrara, F Falchi… - Proceedings of the …, 2023 - dl.acm.org
VISIONE is a large-scale video retrieval system that integrates multiple search
functionalities, including free text search, spatial color and object search, visual and …