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lifeXplore at the Lifelog Search Challenge 2024

Authors:

Klaus SchoeffmannAuthors Info & Claims

LSC '24: Proceedings of the 7th Annual ACM Workshop on the Lifelog Search Challenge

Pages 64 - 69

https://doi.org/10.1145/3643489.3661123

Published: 18 June 2024 Publication History

Abstract

Building on the success of lifeXplore 2023, which is the winner system of last year's Lifelog Search Challenge (LSC2023), we present a lifelog retrieval system that is both easy-to-use and effective in retrieving lifelog data. lifeXplore 2024 employs free-text search with FAISS and CLIP features as default search method, but also allows combined queries with other modalities, such as semantic concepts, contained objects, recognized text, and meta-data (date/time, geographical location, heart-rate, etc.). We introduce temporal queries and a new system architecture that combines our flexible query-server with the index-server for improved performance. Also, the GUI is significantly optimized by integrating a query-building component with temporal search and new query filters and sub-filters, which allow to perform even more flexible and precise queries.

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Cited By

Gurrin CZhou LHealy GBailer WDang Nguyen DHodges SJónsson BLokoč JRossetto LTran MSchöffmann KGurrin CKongkachandra RSchoeffmann KDang-Nguyen DRossetto LSatoh SZhou L(2024)Introduction to the Seventh Annual Lifelog Search Challenge, LSC'24Proceedings of the 2024 International Conference on Multimedia Retrieval10.1145/3652583.3658891(1334-1335)Online publication date: 30-May-2024
https://dl.acm.org/doi/10.1145/3652583.3658891

Index Terms

lifeXplore at the Lifelog Search Challenge 2024
1. Human-centered computing
  1. Human computer interaction (HCI)
    1. Interactive systems and tools
2. Information systems
  1. Information retrieval
    1. Specialized information retrieval
      1. Multimedia and multimodal retrieval
    2. Users and interactive retrieval
      1. Search interfaces

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cover image ACM Conferences

LSC '24: Proceedings of the 7th Annual ACM Workshop on the Lifelog Search Challenge

June 2024

128 pages

ISBN:9798400705502

DOI:10.1145/3643489

This work is licensed under a Creative Commons Attribution International 4.0 License.

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SIGMM: ACM Special Interest Group on Multimedia

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 18 June 2024

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LSC '24

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LSC '24: 7th Annual ACM Workshop on the Lifelog Search Challenge

June 10, 2024

Phuket, Thailand

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Cited By

Gurrin CZhou LHealy GBailer WDang Nguyen DHodges SJónsson BLokoč JRossetto LTran MSchöffmann KGurrin CKongkachandra RSchoeffmann KDang-Nguyen DRossetto LSatoh SZhou L(2024)Introduction to the Seventh Annual Lifelog Search Challenge, LSC'24Proceedings of the 2024 International Conference on Multimedia Retrieval10.1145/3652583.3658891(1334-1335)Online publication date: 30-May-2024
https://dl.acm.org/doi/10.1145/3652583.3658891

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