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LifeSeeker 6.0: Leveraging the linguistic aspect of the lifelog system in LSC’24

Nguyen, Thao-Nhu orcid logoORCID: 0000-0003-1356-9434, Le, Tu-Khiem orcid logoORCID: 0000-0003-3013-9380, Le, Hoang-Bao, Tran, Minh-Triet orcid logoORCID: 0000-0003-3046-3041, Nguyen, Binh T., Ninh, Van-Tu orcid logoORCID: 0000-0003-0641-8806, Zhou, Liting orcid logoORCID: 0000-0002-7778-8743 and Gurrin, Cathal orcid logoORCID: 0000-0003-2903-3968 (2024) LifeSeeker 6.0: Leveraging the linguistic aspect of the lifelog system in LSC’24. In: ACM Lifelog Search Challenge.

Abstract
Supporting effective access to digital lifelogs is a challenging research task because of both the volume and variety of multimodal lifelog data, as well as the many and diverse types of information need that should be supported. In this paper, we introduce a new version of LifeSeeker called LifeSeeker 6.0, for the 2024 edition of the ACM Lifelog Search Challenge. Our enhancements include the improvements to the user interface and the backend reconstruction by combining the E-LifeSeeker structure with using contrastive learning between texts. These adjustments are aimed at accelerating the correlation between the huge image collection and the text input, thereby enhancing the retrieval accuracy and efficiency
Metadata
Item Type:Conference or Workshop Item (Other)
Event Type:Workshop
Refereed:Yes
Uncontrolled Keywords:lifelog, information retrieval, interactive system, clip, contrastive learning.
Subjects:Computer Science > Information retrieval
Computer Science > Interactive computer systems
Computer Science > Information storage and retrieval systems
Computer Science > Lifelog
DCU Faculties and Centres:DCU Faculties and Schools > Faculty of Engineering and Computing > School of Computing
Published in: Introduction to the Seventh Annual Lifelog Search Challenge, LSC'24. Proceedings of the 2024 International Conference on Multimedia Retrieval. . Association for Computing Machinery.
Publisher:Association for Computing Machinery
Official URL:https://dl.acm.org/doi/10.1145/3643489.3661121
ID Code:30559
Deposited On:09 Dec 2024 12:16 by Thao-Nhu Nguyen . Last Modified 09 Dec 2024 12:16
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