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ImageCLEF 2019: Multimedia Retrieval in Lifelogging, Medical, Nature, and Security Applications

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Advances in Information Retrieval (ECIR 2019)

Abstract

This paper presents an overview of the foreseen ImageCLEF 2019 lab that will be organized as part of the Conference and Labs of the Evaluation Forum - CLEF Labs 2019. ImageCLEF is an ongoing evaluation initiative (started 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 2019, the 17th edition of ImageCLEF will run four main tasks: (i) a Lifelog task (videos, images and other sources) about daily activities understanding, retrieval and summarization, (ii) a Medical task that groups three previous tasks (caption analysis, tuberculosis prediction, and medical visual question answering) with newer data, (iii) a new Coral task about segmenting and labeling collections of coral images for 3D modeling, and (iv) a new Security task addressing the problems of automatically identifying forged content and retrieve hidden information. The strong participation, with over 100 research groups registering and 31 submitting results for the tasks in 2018 shows an important interest in this benchmarking campaign and we expect the new tasks to attract at least as many researchers for 2019.

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Notes

  1. 1.

    http://www.crowdA.org/.

  2. 2.

    https://www.imageclef.org/2019.

  3. 3.

    http://host.robots.ox.ac.uk/pascal/VOC/.

References

  1. Birkeland, C.: Global status of coral reefs: in combination, disturbances and stressors become ratchets. In: World Seas: An Environmental Evaluation, pp. 35–56. Elsevier (2019)

    Google Scholar 

  2. Brander, L.M., Rehdanz, K., Tol, R.S., Van Beukering, P.J.: The economic impact of ocean acidification on coral reefs. Clim. Change Econ. 3(01), 1250002 (2012)

    Article  Google Scholar 

  3. Bullimore, R.D., Foster, N.L., Howell, K.L.: Coral-characterized benthic assemblages of the deep northeast atlantic: defining “coral gardens” to support future habitat mapping efforts. ICES J. Marine Sci. 70(3), 511–522 (2013)

    Article  Google Scholar 

  4. Clough, P., Müller, H., Sanderson, M.: The CLEF 2004 cross-language image retrieval track. In: Peters, C., Clough, P., Gonzalo, J., Jones, G.J.F., Kluck, M., Magnini, B. (eds.) CLEF 2004. LNCS, vol. 3491, pp. 597–613. Springer, Heidelberg (2005). https://doi.org/10.1007/11519645_59

    Chapter  Google Scholar 

  5. Clough, P., Sanderson, M.: The CLEF 2003 cross language image retrieval track. In: Peters, C., Gonzalo, J., Braschler, M., Kluck, M. (eds.) CLEF 2003. LNCS, vol. 3237, pp. 581–593. Springer, Heidelberg (2004). https://doi.org/10.1007/978-3-540-30222-3_56

    Chapter  Google Scholar 

  6. Dang-Nguyen, D.T., Piras, L., Riegler, M., Boato, G., Zhou, L., Gurrin, C.: Overview of ImageCLEFlifelog 2017: lifelog retrieval and summarization. In: Cappellato, L., Ferro, N., Goeuriot, L., Mandl, T. (eds.) CLEF 2017 Working Notes. CEUR Workshop Proceedings (CEUR-WS.org) (2017). http://ceur-ws.org/Vol-1866/. ISSN 1613–0073

  7. Dang-Nguyen, D.T., Piras, L., Riegler, M., Zhou, L., Lux, M., Gurrin, C.: Overview of ImageCLEFlifelog 2018: daily living understanding and lifelog moment retrieval. In: Cappellato, L., Ferro, N., Goeuriot, L., Mandl, T. (eds.) CLEF 2018 Working Notes. CEUR Workshop Proceedings (CEUR-WS.org) (2018). http://ceur-ws.org/Vol-1866/. ISSN 1613–0073

  8. Eickhoff, C., Schwall, I., de Herrera, A.G.S., Müller, H.: Overview of ImageCLEFcaption 2017 - the image caption prediction and concept extraction tasks to understand biomedical images. In: CLEF2017 Working Notes. CEUR Workshop Proceedings (CEUR-WS.org), 11–14 September 2017, Dublin, Ireland (2017). http://ceur-ws.org

  9. Gilbert, A., et al.: Overview of the ImageCLEF 2015 scalable image annotation, localization and sentence generation task. In: CLEF Working Notes (2015)

    Google Scholar 

  10. Gilbert, A., et al.: Overview of the ImageCLEF 2016 scalable concept image annotation task. In: CLEF Working Notes, pp. 254–278 (2016)

    Google Scholar 

  11. Gonzalez-Rivero, M., et al.: The Catlin seaview survey–kilometre-scale seascape assessment, and monitoring of coral reef ecosystems. Aquat. Conserv.: Mar. Freshw. Ecosyst. 24, 184–198 (2014)

    Article  Google Scholar 

  12. Hasan, S.A., Ling, Y., Farri, O., Liu, J., Lungren, M., Müller, H.: Overview of the ImageCLEF 2018 medical domain visual question answering task. In: CLEF2018 Working Notes. CEUR Workshop Proceedings (CEUR-WS.org), 11–14 September 2018, Avignon, France (2018). http://ceur-ws.org

  13. de Herrera, A.G.S., Eickhoff, C., Andrearczyk, V., Müller, H.: Overview of the ImageCLEF 2018 caption prediction tasks. In: CLEF2018 Working Notes. CEUR Workshop Proceedings (CEUR-WS.org), 10–14 September 2018, Avignon, France (2018). http://ceur-ws.org

  14. Ionescu, B., et al.: Overview of ImageCLEF 2018: challenges, datasets and evaluation. In: Bellot, P., et al. (eds.) CLEF 2018. LNCS, vol. 11018, pp. 309–334. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-98932-7_28

    Chapter  Google Scholar 

  15. Kalpathy-Cramer, J., de Herrera, A.G.S., Demner-Fushman, D., Antani, S., Bedrick, S., Müller, H.: Evaluating performance of biomedical image retrieval systems: overview of the medical image retrieval task at ImageCLEF 2004–2014. Comput. Med. Imaging Graph. 39, 55–61 (2015)

    Article  Google Scholar 

  16. Karampidis, K., Kavallieratou, E., Papadourakis, G.: A review of image steganalysis techniques for digital forensics. J. Inf. Secur. Appl. 40 (2018). https://doi.org/10.1016/j.jisa.2018.04.005

    Article  Google Scholar 

  17. Müller, H., Clough, P., Deselaers, T., Caputo, B. (eds.): ImageCLEF - Experimental Evaluation in Visual Information Retrieval. The Springer International Series on Information Retrieval, vol. 32. Springer, Berlin (2010). https://doi.org/10.1007/978-3-642-15181-1

    Book  MATH  Google Scholar 

  18. Pelka, O., Koitka, S., Rückert, J., Nensa, F., Friedrich, C.M.: Radiology objects in COntext (ROCO): a multimodal image dataset. In: Stoyanov, D., et al. (eds.) LABELS/CVII/STENT -2018. LNCS, vol. 11043, pp. 180–189. Springer, Cham (2018). https://doi.org/10.1007/978-3-030-01364-6_20

    Chapter  Google Scholar 

  19. Speers, A.E., Besedin, E.Y., Palardy, J.E., Moore, C.: Impacts of climate change and ocean acidification on coral reef fisheries: an integrated ecological-economic model. Ecol. Econ. 128, 33–43 (2016)

    Article  Google Scholar 

  20. Stokes, M., Deane, G.: Automated processing of coral reef benthic images. Limnol. Oceanogr. Methods 7, 157–168 (2009)

    Article  Google Scholar 

  21. Tsikrika, T., de Herrera, A.G.S., Müller, H.: Assessing the scholarly impact of ImageCLEF. In: Forner, P., Gonzalo, J., Kekäläinen, J., Lalmas, M., de Rijke, M. (eds.) CLEF 2011. LNCS, vol. 6941, pp. 95–106. Springer, Heidelberg (2011). https://doi.org/10.1007/978-3-642-23708-9_12

    Chapter  Google Scholar 

  22. Tsikrika, T., Larsen, B., Müller, H., Endrullis, S., Rahm, E.: The scholarly impact of CLEF (2000–2009). In: Forner, P., Müller, H., Paredes, R., Rosso, P., Stein, B. (eds.) CLEF 2013. LNCS, vol. 8138, pp. 1–12. Springer, Heidelberg (2013). https://doi.org/10.1007/978-3-642-40802-1_1

    Chapter  Google Scholar 

  23. Villegas, M., Paredes, R.: Overview of the ImageCLEF 2012 scalable web image annotation task. In: CLEF Working Notes (2012)

    Google Scholar 

  24. Villegas, M., Paredes, R.: Overview of the ImageCLEF 2014 scalable concept image annotation task. In: CLEF Working Notes, pp. 308–328. Citeseer (2014)

    Google Scholar 

  25. Villegas, M., Paredes, R., Thomee, B.: Overview of the ImageCLEF 2013 scalable concept image annotation subtask. In: CLEF Working Notes (2012)

    Google Scholar 

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Correspondence to Bogdan Ionescu .

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Ionescu, B. et al. (2019). ImageCLEF 2019: Multimedia Retrieval in Lifelogging, Medical, Nature, and Security Applications. In: Azzopardi, L., Stein, B., Fuhr, N., Mayr, P., Hauff, C., Hiemstra, D. (eds) Advances in Information Retrieval. ECIR 2019. Lecture Notes in Computer Science(), vol 11438. Springer, Cham. https://doi.org/10.1007/978-3-030-15719-7_40

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  • DOI: https://doi.org/10.1007/978-3-030-15719-7_40

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