General Overview of ImageCLEF at the CLEF 2015 Labs

dc.contributor.authorVillegas Santamaría, Mauricioes_ES
dc.contributor.authorMuller, H.es_ES
dc.contributor.authorGilbert, A.es_ES
dc.contributor.authorPiras, L.es_ES
dc.contributor.authorWang, J.es_ES
dc.contributor.authorMikolajczyk, K.es_ES
dc.contributor.authorGarcía Seco de Herrera, Aes_ES
dc.contributor.authorBromuri, S.es_ES
dc.contributor.authorAmin, M.A.es_ES
dc.contributor.authorMohammed, M.K.es_ES
dc.contributor.authorAcar, B.es_ES
dc.contributor.authorUskudarli, S.es_ES
dc.contributor.authorMarvasti, N.B.es_ES
dc.contributor.authorAldana, J.F.es_ES
dc.contributor.authorRoldan Garcia, M.M.es_ES
dc.date.accessioned2016-05-17T09:35:17Z
dc.date.available2016-05-17T09:35:17Z
dc.date.issued2015-11-20
dc.description.abstract[EN] This paper presents an overview of the ImageCLEF 2015 evaluation campaign, an event that was organized as part of the CLEF labs 2015. ImageCLEF is an ongoing initiative that promotes the evaluation of technologies for annotation, indexing and retrieval for providing information access to databases of images in various usage scenarios and domains. In 2015, the 13th edition of ImageCLEF, four main tasks were proposed: 1) automatic concept annotation, localization and sentence description generation for general images; 2) identification, multi-label classification and separation of compound figures from biomedical literature; 3) clustering of x-rays from all over the body; and 4) prediction of missing radiological annotations in reports of liver CT images. The x-ray task was the only fully novel task this year, although the other three tasks introduced modifications to keep up relevancy of the proposed challenges. The participation was considerably positive in this edition of the lab, receiving almost twice the number of submitted working notes papers as compared to previous years.en_EN
dc.description.accrualMethodSes_ES
dc.description.bibliographicCitationVillegas Santamaría, M.; Muller, H.; Gilbert, A.; Piras, L.; Wang, J.; Mikolajczyk, K.; García Seco De Herrera, A.... (2015). General Overview of ImageCLEF at the CLEF 2015 Labs. Lecture Notes in Computer Science. 9283:444-461. https://doi.org/10.1007/978-3-319-24027-5_45es_ES
dc.description.referencesAmin, M.A., Mohammed, M.K.: Overview of the ImageCLEF 2015 medical clustering task. In: CLEF2015 Working Notes. CEUR Workshop Proceedings, CEUR-WS.org, Toulouse, France, September 8–11, 2015es_ES
dc.description.referencesCaputo, B., Müller, H., Martinez-Gomez, J., Villegas, M., Acar, B., Patricia, N., Marvasti, N., Üsküdarlı, S., Paredes, R., Cazorla, M., Garcia-Varea, I., Morell, V.: ImageCLEF 2014: overview and analysis of the results. In: Kanoulas, E., Lupu, M., Clough, P., Sanderson, M., Hall, M., Hanbury, A., Toms, E. (eds.) CLEF 2014. LNCS, vol. 8685, pp. 192–211. Springer, Heidelberg (2014). doi: 10.1007/978-3-319-11382-1_18es_ES
dc.description.referencesDenkowski, M., Lavie, A.: Meteor universal: language specific translation evaluation for any target language. In: Proceedings of the EACL 2014 Workshop on Statistical Machine Translation (2014)es_ES
dc.description.referencesFaruque, M.S.S., Banik, S., Mohammed, M.K., Hasan, M., Amin, M.A.: Teaching and learning system for diagnostic imaging phase i: X-ray image analysis and retrieval. In: Proceedings of the 6th International Conference on Computer Supported Education (2015)es_ES
dc.description.referencesGilbert, A., Piras, L., Wang, J., Yan, F., Dellandrea, E., Gaizauskas, R., Villegas, M., Mikolajczyk, K.: Overview of the ImageCLEF 2015 scalable image annotation, localization and sentence generation task. In: CLEF2015 Working Notes. CEUR Workshop Proceedings, CEUR-WS.org, Toulouse, France, September 8–11, 2015es_ES
dc.description.referencesKelly, L., Goeuriot, L., Suominen, H., Schreck, T., Leroy, G., Mowery, D.L., Velupillai, S., Chapman, W.W., Martinez, D., Zuccon, G., Palotti, J.: Overview of the ShARe/CLEF eHealth evaluation lab 2014. In: Kanoulas, E., Lupu, M., Clough, P., Sanderson, M., Hall, M., Hanbury, A., Toms, E. (eds.) CLEF 2014. LNCS, vol. 8685, pp. 172–191. Springer, Heidelberg (2014)es_ES
dc.description.referencesGarcía Seco de Herrera, A., Kalpathy-Cramer, J., Demner Fushman, D., Antani, S., Müller, H.: Overview of the ImageCLEF 2013 medical tasks. In: Working Notes of CLEF 2013 (Cross Language Evaluation Forum), September 2013. http://ceur-ws.org/Vol-1179/CLEF2013wn-ImageCLEF-SecoDeHerreraEt2013b.pdfes_ES
dc.description.referencesGarcía Seco de Herrera, A., Müller, H., Bromuri, S.: Overview of the ImageCLEF 2015 medical classification task. In: Working Notes of CLEF 2015 (Cross Language Evaluation Forum). CEUR Workshop Proceedings, CEUR-WS.org, September 2015es_ES
dc.description.referencesJoly, A., Goëau, H., Glotin, H., Spampinato, C., Bonnet, P., Vellinga, W.-P., Planque, R., Rauber, A., Fisher, R., Müller, H.: LifeCLEF 2014: multimedia life species identification challenges. In: Kanoulas, E., Lupu, M., Clough, P., Sanderson, M., Hall, M., Hanbury, A., Toms, E. (eds.) CLEF 2014. LNCS, vol. 8685, pp. 229–249. Springer, Heidelberg (2014)es_ES
dc.description.referencesKalpathy-Cramer, J., de Herrera, A.G.S., Demner-Fushman, D., Antani, S., Bedrick, S., Müller, H.: Evaluating performance of biomedical image retrieval systems -an overview of the medical image retrieval task at imageclef 2004–2014. Computerized Medical Imaging and Graphics 39, 55–61 (2015). doi: 10.1016/j.compmedimag.2014.03.004es_ES
dc.description.referencesKokciyan, N., Turkay, R., Uskudarli, S., Yolum, P., Bakir, B., Acar, B.: Semantic description of liver ct images: An ontological approach. IEEE Journal of Biomedical and Health Informatics PP(99), 1–1 (2014). doi: 10.1109/JBHI.2014.2298880es_ES
dc.description.referencesMarvasti, N., Kökciyan, N., Türkay, R., Yazıcı, A., Yolum, P., Üsküdarlı, S., Acar, B.: ImageCLEF liver CT image annotation task 2014. In: CLEF 2014 Evaluation Labs and Workshop, Online Working Notes (2014). http://ceur-ws.org/Vol-1180/CLEF2014wn-Image-MarvastiEt2014.pdfes_ES
dc.description.referencesMarvasti, N.B., del Mar Roldán García, M., Uskudarli, S., Aldana, J.F., Acar, B.: Overview of the ImageCLEF 2015 liver CT annotation task. In: CLEF2015 Working Notes. CEUR Workshop Proceedings, CEUR-WS.org, Toulouse, France, September 8–11, 2015es_ES
dc.description.referencesMüller, H., Clough, P., Deselaers, T., Caputo, B.: ImageCLEF: experimental evaluation in visual information retrieval. Springer, Heidelberg (2010). doi: 10.1007/978-3-642-15181-1es_ES
dc.description.referencesMüller, H., García Seco de Herrera, A., Kalpathy-Cramer, J., Demner Fushman, D., Antani, S., Eggel, I.: Overview of the ImageCLEF 2012 medical image retrieval and classification tasks. In: Working Notes of CLEF 2012 (Cross Language Evaluation Forum), September 2012. http://ceur-ws.org/Vol-1178/CLEF2012wn-ImageCLEF-MullerEt2012.pdfes_ES
dc.description.referencesPelka, O., Friedrich, C.M.: FHDO biomedical computer science group at medical classification task of ImageCLEF 2015. In: Working Notes of CLEF 2015 (Cross Language Evaluation Forum). CEUR Workshop Proceedings, CEUR-WS.org, September 2015es_ES
dc.description.referencesRodríguez-Sánchez, A., Fontanella, S., Piater, J., Szedmak, S.: IIS at imageclef 2015: multi-label classification task. In: Working Notes of CLEF 2015 (Cross Language Evaluation Forum). CEUR Workshop Proceedings, CEUR-WS.org, September 2015es_ES
dc.description.referencesSantosh, K.C. and Xue, Z., Antani, S., Thoma, G.: NLM at imageCLEF2015: biomedical multipanel figure separation. In: Working Notes of CLEF 2015 (Cross Language Evaluation Forum). CEUR Workshop Proceedings, CEUR-WS.org, September 2015es_ES
dc.description.referencesTsikrika, 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). doi: 10.1007/978-3-642-23708-9_12es_ES
dc.description.referencesTsikrika, 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)es_ES
dc.description.referencesVillegas, M., Paredes, R.: Overview of the ImageCLEF 2012 scalable web image annotation task. In: Forner, P., Karlgren, J., Womser-Hacker, C. (eds.) CLEF 2012 Evaluation Labs and Workshop, Online Working Notes. Rome, Italy, September 17–20, 2012. http://ceur-ws.org/Vol-1178/CLEF2012wn-ImageCLEF-VillegasEt2012.pdfes_ES
dc.description.referencesVillegas, M., Paredes, R.: Overview of the ImageCLEF 2014 scalable concept image annotation task. In: CLEF2014 Working Notes. CEUR Workshop Proceedings. CEUR-WS.org, Sheffield, UK, vol. 1180, pp. 308–328, September 15–18, 2014. http://ceur-ws.org/Vol-1180/CLEF2014wn-Image-VillegasEt2014.pdfes_ES
dc.description.referencesVillegas, M., Paredes, R., Thomee, B.: Overview of the ImageCLEF 2013 scalable concept image annotation subtask. In: CLEF 2013 Evaluation Labs and Workshop, Online Working Notes. Valencia, Spain, September 23–26, 2013. http://ceur-ws.org/Vol-1179/CLEF2013wn-ImageCLEF-VillegasEt2013.pdfes_ES
dc.description.upvformatpfin461es_ES
dc.description.upvformatpinicio444es_ES
dc.description.volume9283es_ES
dc.identifier.doi10.1007/978-3-319-24027-5_45
dc.identifier.issn0302-9743
dc.identifier.urihttps://riunet.upv.es/handle/10251/64214
dc.languageIngléses_ES
dc.publisherSpringer Verlag (Germany): LNCSes_ES
dc.relation.ispartofLecture Notes in Computer Sciencees_ES
dc.relation.publisherversionhttp://dx.doi.org/10.1007/978-3-319-24027-5_45es_ES
dc.relation.references10.1007/978-3-319-11382-1_18es_ES
dc.relation.references10.3115/v1/W14-3348es_ES
dc.relation.references10.5220/0005479604300435es_ES
dc.relation.references10.1007/978-3-319-11382-1_17es_ES
dc.relation.references10.1007/978-3-319-11382-1_20es_ES
dc.relation.references10.1016/j.compmedimag.2014.03.004es_ES
dc.relation.references10.1109/JBHI.2014.2298880es_ES
dc.relation.references10.1007/978-3-642-15181-1es_ES
dc.relation.references10.1007/978-3-642-23708-9_12es_ES
dc.relation.senia294796es_ES
dc.rightsReserva de todos los derechoses_ES
dc.rights.accessRightsAbiertoes_ES
dc.subjectImageCLEFes_ES
dc.subjectCLEF labs evaluationes_ES
dc.subjectCampaign image annotationes_ES
dc.titleGeneral Overview of ImageCLEF at the CLEF 2015 Labses_ES
dc.typeArtículoes_ES
dc.type.versioninfo:eu-repo/semantics/publishedVersiones_ES
dspace.entity.typePublication
upv.uuid00a6fe83-8397-4d6a-b437-f17c4d50f91ees_ES

Archivos

Bloque original

Mostrando 1 - 2 de 2
Cargando...
Miniatura
Nombre:
Villegas15_CLEF_ImageCLEF-Overview_draft.pdf
Tamaño:
397.09 KB
Formato:
Adobe Portable Document Format
Descripción:
Versión del Autor.
Cargando...
Miniatura
Nombre:
Villegas15_CLEF_ImageCLEF-Overview.pdf
Tamaño:
1006.47 KB
Formato:
Adobe Portable Document Format
Descripción:
Versión editorial