Nguyen, Thao-Nhu ORCID: 0000-0003-1356-9434, Le, Tu-Khiem ORCID: 0000-0003-3013-9380, Le, Hoang-Bao, Tran, Minh-Triet ORCID: 0000-0003-3046-3041, Nguyen, Binh T., Ninh, Van-Tu ORCID: 0000-0003-0641-8806, Zhou, Liting ORCID: 0000-0002-7778-8743 and Gurrin, Cathal ORCID: 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 |
Documents
Full text available as:
Preview |
PDF
- Requires a PDF viewer such as GSview, Xpdf or Adobe Acrobat Reader
Creative Commons: Attribution 4.0 5MB |
Metrics
Altmetric Badge
Dimensions Badge
Downloads
Downloads
Downloads per month over past year
Archive Staff Only: edit this record