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Overview of the ImageCLEFmed 2008 Medical Image Retrieval Task [chapter]

Henning Müller, Jayashree Kalpathy-Cramer, Charles E. Kahn, William Hatt, Steven Bedrick, William Hersh
2009 Lecture Notes in Computer Science  
2008 was the fifth year for the medical image retrieval task of ImageCLEF, one of the most popular tracks within CLEF. Participation continued to increase in 2008.  ...  This may be explained in part by the heavily semantic nature of the 2008 topics.  ...  Acknowledgements We would like to thank the CLEF campaign for supporting the ImageCLEF initiative.  ... 
doi:10.1007/978-3-642-04447-2_63 fatcat:pvscaefj2nfphmo735elon7fa4

Object and Concept Recognition for Image Retrieval [chapter]

Stefanie Nowak, Allan Hanbury, Thomas Deselaers
2010 ImageCLEF  
ImageCLEF introduced its first automatic annotation task for photos in 2006.  ...  The visual object and concept detection task evolved over the years to become an inherent part of the yearly ImageCLEF evaluation cycle with growing interest and participation from the research community  ...  Acknowledgements We would like to thank the organizers of CLEF and ImageCLEF for the support of the object and concept recognition tasks.  ... 
doi:10.1007/978-3-642-15181-1_11 fatcat:o762fbqycrg2lcvuimen2h2yoq

Overview of the ImageCLEF 2012 Medical Image Retrieval and Classification Tasks

Henning Müller, Alba Garcia Seco de Herrera, Jayashree Kalpathy-Cramer, Dina Demner-Fushman, Sameer K. Antani, Ivan Eggel
2012 Conference and Labs of the Evaluation Forum  
The ninth edition of the ImageCLEF medical image retrieval and classification tasks was organized in 2012.  ...  The number of groups submitting runs has remained stable at 17, with the number of submitted runs remaining roughly the same with 202 (207 in 2011).  ...  Results This section describes the results of ImageCLEF 2012.  ... 
dblp:conf/clef/MullerHKDAE12 fatcat:ky2wvukmgfeino7dhtm4hvoei4

Comparing the quality of accessing medical literature using content-based visual and textual information retrieval

Henning Müller, Jayashree Kalpathy-Cramer, Charles E. Kahn, Jr., William Hersh, Khan M. Siddiqui, Brent J. Liu
2009 Medical Imaging 2009: Advanced PACS-based Imaging Informatics and Therapeutic Applications  
This article describes the results of the medical image retrieval task of the ImageCLEF 2008 evaluation campaign.  ...  Since 2004, the ImageCLEF benchmark has included a task for the comparison of visual information retrieval algorithms for medical applications.  ...  The workshop for ImageCLEF 2008 took place in Aarhus, Denmark in September 2008.  ... 
doi:10.1117/12.811416 fatcat:pvkxymulzbd4nnjhivv7fzcpye

SINAI at ImageCLEFmed 2008

Manuel Carlos Díaz-Galiano, Miguel A. García-Cumbreras, María Teresa Martín-Valdivia, Luis Alfonso Ureña López, Arturo Montejo-Ráez
2008 Conference and Labs of the Evaluation Forum  
This paper describes the SINAI team participation in the ImageCLEF campaign. In this paper we only explain the experiments accomplished in the medical task.  ...  Introduction This is the fourth participation of the SINAI research group at the ImageCLEF 2008 campaign, specifically in the medical task.  ...  COS0506 MPTT Emi 0.2791 LIG-LIG MPTT Emix 0.2781 TEXT-MESS-TEXMXmshTypFIREidfCT 0.2777 TEXTMESSmeshTypeFIREidf CT 0.2777 TEXTMESSmeshType CT 0.2777 GPLSI-IR-n2 0.2768 Table 2 : 2 Performance of top  ... 
dblp:conf/clef/Diaz-GalianoGMUM08 fatcat:sfxoi3biybhhnoky54see4i6cq

Consortium AVEIR at ImageCLEFphoto 2008: on the Fusion of Runs

Sabrina Tollari, Marcin Detyniecki, Marin Ferecatu, Hervé Glotin, Philippe Mulhem, Massih-Reza Amini, Ali Fakeri-Tabrizi, Patrick Gallinari, Hichem Sahbi, Zhong-Qiu Zhao
2008 Conference and Labs of the Evaluation Forum  
In this working note, we present the submission of the AVEIR consortium, composed of 4 French laboratories, to ImageCLEFphoto 2008.  ...  Forest of Fuzzy Decision Trees (FFDT) trained on VCDT ImageCLEF task 2008 are used for a visual concept filtering of the textual results.  ...  The particularity of the 2008 ImageCLEFphoto edition was its focus on diversity.  ... 
dblp:conf/clef/TollariDFGMAFGSZ08 fatcat:ul4zrxqj5fcxradhpu5ebqzcaq

Affinity Propagation promoting Diversity in Visuo-entropic and Text Features for CLEF Photo Retrieval 2008 Campaign

Hervé Glotin, Zhongqiu Zhao
2008 Conference and Labs of the Evaluation Forum  
The LSIS run which used only the visual information is at the 6th best team rank in the AUTO IMG run type.  ...  For AUTO TXTIMG runs, we merge by simple harmonic or arithmetic average our visual ranks to the textual ranks of the LIG language model participating to the AVEIR consortium.  ...  Mulhem from LIG for having provided the IMGTXT runs in the AVEIR consortium image CLEF. This work was partially supported by the French National Agency of Research (ANR-06-MDCA-002).  ... 
dblp:conf/clef/GlotinZ08b fatcat:hfzirmlwdbcxbein3wdxppng54

A Comparative Study of Diversity Methods for Hybrid Text and Image Retrieval Approaches [chapter]

Sabrina Tollari, Philippe Mulhem, Marin Ferecatu, Hervé Glotin, Marcin Detyniecki, Patrick Gallinari, Hichem Sahbi, Zhong-Qiu Zhao
2009 Lecture Notes in Computer Science  
than non-adapted method, that visual only runs are more difficult to diversify than text only and text-image runs, and finally that only few methods maximize both the precision and the cluster recall at  ...  Forest of Fuzzy Decision Trees (FFDT) trained on VCDT ImageCLEF task 2008 are used for a visual concept filtering of the textual results.  ...  The 2008 ImageCLEFphoto task [1] was focused on diversity.  ... 
doi:10.1007/978-3-642-04447-2_72 fatcat:miqopzrlzzcd5orcgzy5ineh54

Overview of the CLEF 2009 Large-Scale Visual Concept Detection and Annotation Task [chapter]

Stefanie Nowak, Peter Dunker
2010 Lecture Notes in Computer Science  
The large-scale visual concept detection and annotation task (LS-VCDT) in Image-CLEF 2009 aims at the detection of 53 concepts in consumer photos.  ...  The MRIM-LIG group [13] combines RGB histograms, SIFT and Gabor features.  ...  Conclusion This paper summarises the ImageCLEF 2009 LS-VCDT. Its aim was to automatically annotate photos with 53 concepts in a multilabel scenario.  ... 
doi:10.1007/978-3-642-15751-6_10 fatcat:leefjgkusjehlh4nvnjikrdy7i

Experiments in Lifelog Organisation and Retrieval at NTCIR [chapter]

Cathal Gurrin, Hideo Joho, Frank Hopfgartner, Liting Zhou, Rami Albatal, Graham Healy, Duc-Tien Dang Nguyen
2020 Evaluating Information Retrieval and Access Tasks  
The Lifelog task at NTCIR was a comparative benchmarking exercise with the aim of encouraging research into the organisation and retrieval of data from multimodal lifelogs.  ...  Since this initiative at NTCIR-12, there have been two related activities at alternative venues; one at ImageCLEF (Dang-Nguyen et al. 2017a which focused on a series of image-retrieval and summarisation  ...  Initial attempts at lifelog 'event segmentation' (Lee et al. 2008 ) generated static documents for retrieval using an early sensor-based approach to segmentation.  ... 
doi:10.1007/978-981-15-5554-1_13 fatcat:fhsvm3teibelblxn2qapgfbhue

Modèle de graphe et modèle de langue pour la reconnaissance de scènes visuelles

Trong-Ton Pham, Loïc Maisonnasse, Philippe Muhlen, Eric Gaussier
2010 Document Numérique  
This graph-based framework is composed of three main stages: Image processing stage aims at extracting image regions from the image.  ...  2 model Me1 and Ms (Score = 697) Our best run 03-LIG-Me1Me2Ms-Rk15-Fil003 for the obligatory track is ranked at 10 th place among all the 21 runs submitted.  ...  evaluation: • 01-LIG-Me1Me2Ms: linear fusion of the results coming from 3 models (Score = 328) • 02-LIG-Me1Me2Ms-Rk15: re-ranking the result of 01-LIG-Me1Me2Ms with the regrouping of top 15 scores for  ... 
doi:10.3166/dn.13.1.211-227 fatcat:v4vexsghgjgqdhcdiondnsy62q

Multi-label machine learning algorithms for automated image annotation:

Κωνσταντίνος Αναστασίου Σεχίδης
This dataset is taken out from the photo annotation task of ImageCLEF 2010 contest and we give a short description of it.  ...  That work focuses on the field of image annotation and the data set of the Photo Annotation Task at ImageCLEF 2010 is used.  ...  ImageCLEF 2010 . . . . . . . . . . . . . . . . . . . . 6.27 Comparison of our results with the summary results for the evaluation per example of the photo annotation task at ImageCLEF 2010 . . . . . .  ... 
doi:10.26262/ fatcat:h4lmxv4vframjdfyqt3sixu2iu