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Overview of the ImageCLEF 2022 : multimedia retrieval in medical, social media and nature applications
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(2022) Overview of the ImageCLEF 2022 : multimedia retrieval in medical, social media and nature applications. In: International Conference of the Cross-Language Evaluation Forum for European Languages (CLEF 2022), Bologna, Italy, 05-08 Sep 2022. Published in: Proceedings of the CLEF 2022: Experimental IR Meets Multilinguality, Multimodality, and Interaction, 13390 pp. 541-564. ISBN 9783031136429. doi:10.1007/978-3-031-13643-6_31 ISSN 0302-9743.
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Official URL: http://dx.doi.org/10.1007/978-3-031-13643-6_31
Abstract
This paper presents an overview of the ImageCLEF 2022 lab that was organized as part of the Conference and Labs of the Evaluation Forum – CLEF Labs 2022. ImageCLEF is an ongoing evaluation initiative (first run in 2003) that promotes the evaluation of technologies for annotation, indexing and retrieval of visual data with the aim of providing information access to large collections of images in various usage scenarios and domains. In 2022, the 20th edition of ImageCLEF runs four main tasks: (i) a medical task that groups two previous tasks, i.e., caption analysis and tuberculosis prediction, (ii) a social media aware task on estimating potential real-life effects of online image sharing, (iii) a nature coral task about segmenting and labeling collections of coral reef images, and (iv) a new fusion task addressing the design of late fusion schemes for boosting the performance, with two real-world applications: image search diversification (retrieval) and prediction of visual interestingness (regression). The benchmark campaign received the participation of over 25 groups submitting more than 258 runs.
Item Type: | Conference Item (Paper) | ||||||
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Divisions: | Faculty of Science, Engineering and Medicine > Engineering > WMG (Formerly the Warwick Manufacturing Group) | ||||||
Series Name: | Lecture Notes in Computer Science | ||||||
Journal or Publication Title: | Proceedings of the CLEF 2022: Experimental IR Meets Multilinguality, Multimodality, and Interaction | ||||||
Publisher: | Springer | ||||||
ISBN: | 9783031136429 | ||||||
ISSN: | 0302-9743 | ||||||
Book Title: | Experimental IR Meets Multilinguality, Multimodality, and Interaction | ||||||
Official Date: | 25 August 2022 | ||||||
Dates: |
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Volume: | 13390 | ||||||
Page Range: | pp. 541-564 | ||||||
DOI: | 10.1007/978-3-031-13643-6_31 | ||||||
Status: | Peer Reviewed | ||||||
Publication Status: | Published | ||||||
Access rights to Published version: | Restricted or Subscription Access | ||||||
Conference Paper Type: | Paper | ||||||
Title of Event: | International Conference of the Cross-Language Evaluation Forum for European Languages (CLEF 2022) | ||||||
Type of Event: | Conference | ||||||
Location of Event: | Bologna, Italy | ||||||
Date(s) of Event: | 05-08 Sep 2022 | ||||||
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