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Overview of the ImageCLEF 2023

Multimedia Retrieval in Medical, Social Media and Internet Applications

Schnelle Fakten

  • Weitere Publizierende

    • Bogdan Ionescu
    • Henning Müller
    • Ana-Maria Dragulinescu
    • Wen-Wai Yim
    • Asma Ben Abacha
    • Neal Snider
    • Griffin Adams
    • Meliha Yetisgen
    • Alba García Seco de Herrera
    • Louise Bloch
    • Raphael Brüngel
    • Ahmad Idrissi-Yaghir
    • Henning Schäfer
    • Steven A. Hicks
    • Michael A. Riegler
    • Vajira Thambawita
    • Andrea M. Storås
    • Pål Halvorsen
    • Nikolaos Papachrysos
    • Johanna Schöler
    • Debesh Jha
    • Alexandra-Georgiana Andrei
    • Ioan Coman
    • Vassili Kovalev
    • Ahmedkhan Radzhabov
    • Yuri Prokopchuk
    • Liviu-Daniel Stefan
    • Mihai-Gabriel Constantin
    • Mihai Dogariu
    • Jérome Deshayes
    • Adrian Popescu
  • Veröffentlichung

    • 2023
  • Sammelband

    Overview of the ImageCLEF 2023 (Experimental IR Meets Multilinguality, Multimodality, and Interaction: 14th International Conference of the CLEF Association, CLEF 2023, Thessaloniki, Greece, September 18–21, 2023, Proceedings)

  • Organisationseinheit

  • Fachgebiete

    • Angewandte Informatik
    • Künstliche Intelligenz
  • Forschungsschwerpunkte

    • Medizinische Informatik (MI)
  • Format

    Konferenzpaper

Zitat

Ionescu, Bogdan u. a. 2023. Overview of the ImageCLEF 2023. Experimental IR Meets Multilinguality, Multimodality, and Interaction: 14th International Conference of the CLEF Association, CLEF 2023, Thessaloniki, Greece, September 18–21, 2023, Proceedings, 370 & ndash;396. https://link.springer.com/chapter/10.1007/978-3-031-42448-9_25.

Abstract

This paper presents an overview of the ImageCLEF 2023 lab, which was organized in the frame of the Conference and Labs of the Evaluation Forum – CLEF Labs 2023. ImageCLEF is an ongoing evaluation event that started in 2003 and that encourage the evaluation of the technologies for annotation, indexing and retrieval of multimodal data with the goal of providing information access to large collections of data in various usage scenarios and domains. In 2023, the 21st edition of ImageCLEF runs three main tasks: (i) a medical task which included the sequel of the caption analysis task and three new tasks, namely, GANs for medical images, Visual Question Answering for colonoscopy images, and medical dialogue summarization; (ii) a sequel of the 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); and (iii) a sequel of the social media aware task on potential real-life effects awareness of online image sharing. The benchmark campaign was a real success and received the participation of over 45 groups submitting more than 240 runs.

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