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Type Journal Article
Scope Discipline-based scholarship
Title Comparing Interactive Retrieval Approaches at the Lifelog Search Challenge 2021
Organization Unit
Authors
  • Ly-Duyen Tran
  • Manh-Duy Nguyen
  • Duc-Tien Dang-Nguyen
  • Silvan Heller
  • Florian Spiess
  • Jakub Lokoc
  • Ladislav Peska
  • Thao-Nhu Nguyen
  • Omar Shahbaz Khan
  • Aaron Duane
  • Bjorn Tor Jonsson
  • Luca Rossetto
  • An-Zi Yen
  • Ahmed Alateeq
  • Naushad Alam
  • Minh-Triet Tran
  • Graham Healy
  • Klaus Schoeffmann
  • Cathal Gurrin
Item Subtype Original Work
Refereed Yes
Status Published in final form
Language
  • English
Journal Title IEEE Access
Publisher Institute of Electrical and Electronics Engineers
Geographical Reach international
ISSN 2169-3536
Volume 11
Page Range 30982 - 30995
Date 2023
Abstract Text 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 that can quickly retrieve relevant lifelog images for a given semantic query. This paper provides an analysis of the performance of all 17 systems participating in the 4th LSC workshop held at the 2021 Annual ACM International Conference on Multimedia Retrieval (ICMR). LSC’21 was the largest effort at comparing different approaches to interactive lifelog retrieval systems seen thus far. Findings from the challenge suggest that many different interactive factors contribute to the success (or otherwise) of participating teams. In this paper, we provide an overview of the LSC’21 challenge, introduce each team’s approach and explore these factors in depth and offer clues on how to develop a high-performing interactive lifelog search engine.
Free access at DOI
Digital Object Identifier 10.1109/ACCESS.2023.3248284
Other Identification Number merlin-id:23433
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