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Overview of the ImageCLEF 2006 Photographic Retrieval and Object Annotation Tasks [chapter]

Paul Clough, Michael Grubinger, Thomas Deselaers, Allan Hanbury, Henning Müller
2007 Lecture Notes in Computer Science  
This paper describes the photographic retrieval and object annotation tasks of ImageCLEF 2006.  ...  The photographic retrieval task, ImageCLEFphoto, used a new collection -the IAPR-TC12 Benchmark -of 20,000 colour photographs with semi-structured captions in English and German.  ...  Special thanks to viventura, the IAPR and LTUtech for providing their image databases for this years' tasks, and to Tobias Weyand for creating the web interface for submissions.  ... 
doi:10.1007/978-3-540-74999-8_71 fatcat:nwavr7byzbbflp3b7wvxd4lem4

ImageCLEF 2013: The Vision, the Data and the Open Challenges [chapter]

Barbara Caputo, Henning Muller, Bart Thomee, Mauricio Villegas, Roberto Paredes, David Zellhofer, Herve Goeau, Alexis Joly, Pierre Bonnet, Jesus Martinez Gomez, Ismael Garcia Varea, Miguel Cazorla
2013 Lecture Notes in Computer Science  
The 2013 edition consisted of three tasks: the photo annotation and retrieval task, the plant identification task and the robot vision task.  ...  This paper presents an overview of the ImageCLEF 2013 lab.  ...  To meet these objectives, ImageCLEF organises tasks that benchmark the annotation and retrieval of diverse images such as general photographic and medical images, as well as domain-specific tasks such  ... 
doi:10.1007/978-3-642-40802-1_26 fatcat:wi5nqtvoxbch3jtl2u7qzwo5fm

An Overview of Evaluation Campaigns in Multimedia Retrieval [chapter]

Suzanne Little, Ainhoa Llorente, Stefan Rüger
2010 ImageCLEF  
for starting ImageCLEF and then a summary of the tracks run over the seven years (data, tasks and participants).  ...  for evaluating visual information retrieval systems and is the focus of this book.  ...  Andrews University Library in Scotland for providing us access to the historic set of photographs for the first ImageCLEF evaluation campaign.  ... 
doi:10.1007/978-3-642-15181-1_27 fatcat:nnglqvlfw5a6fceju5vrwyswim

Automatic medical image annotation in ImageCLEF 2007: Overview, results, and discussion

Thomas Deselaers, Thomas M. Deserno, Henning Müller
2008 Pattern Recognition Letters  
In this paper, the automatic medical annotation task of the 2007 CLEF cross-language image retrieval campaign (ImageCLEF) is described.  ...  Since 2005, the medical automatic image annotation task exists in ImageCLEF with increasing complexity to evaluate the performance of state-of-the-art methods for completely automatic annotation of medical  ...  The photographic retrieval task used the new IAPR TC 12 database of vacation pho-tographs 15 , and an object detection task was added . A total of 24 groups participated.  ... 
doi:10.1016/j.patrec.2008.03.001 fatcat:zr6dsbf2rnf3bp32phfe7wwreu

Seven Years of Image Retrieval Evaluation [chapter]

Paul Clough, Henning Müller, Mark Sanderson
2010 ImageCLEF  
for starting ImageCLEF and then a summary of the tracks run over the seven years (data, tasks and participants).  ...  for evaluating visual information retrieval systems and is the focus of this book.  ...  Andrews University Library in Scotland for providing us access to the historic set of photographs for the first ImageCLEF evaluation campaign.  ... 
doi:10.1007/978-3-642-15181-1_1 fatcat:yuvmyscbufg5lclr36z4pughm4

Image Retrieval and Annotation Using Maximum Entropy [chapter]

Thomas Deselaers, Tobias Weyand, Hermann Ney
2007 Lecture Notes in Computer Science  
We present and discuss our participation in the four tasks of the ImageCLEF 2006 Evaluation.  ...  Retrieval Tasks ImageCLEF 2006 hosted two independent retrieval tasks: The medical retrieval task [6] and the photo retrieval task [7] .  ...  Acknowledgement This work was partially funded by the DFG (Deutsche Forschungsgemeinschaft) under contract NE-572/6.  ... 
doi:10.1007/978-3-540-74999-8_91 fatcat:4hk4kdhygnhhrl74hqqtgsmawi

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.  ...  In this chapter, the development, goals and achievements of four cycles of object and concept recognition for image retrieval are presented.  ...  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

Adopting Semantic Information of Grayscale Radiographs for Image Classification and Retrieval

Obioma Pelka, Felix Nensa, Christoph M. Friedrich
2018 Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies  
The aim of this presented work is to utilize Transfer Learning to generate image keywords, which are substituted as text representation for medical image classification and retrieval tasks.  ...  As the number of digital medical images taken daily rapidly increases, manual annotation is impractical, time-consuming and prone to errors.  ...  The objective of the concept detection task was to retrieve clinical concepts present in the medical images whereas for the caption prediction task, meaningful captions to the images had to be predicted  ... 
doi:10.5220/0006732301790187 dblp:conf/biostec/PelkaNF18 fatcat:aoadhd2inbc6tkx5ahua4uuuz4

General Overview of ImageCLEF at the CLEF 2015 Labs [chapter]

Mauricio Villegas, Henning Müller, Andrew Gilbert, Luca Piras, Josiah Wang, Krystian Mikolajczyk, Alba G. Seco de Herrera, Stefano Bromuri, M. Ashraful Amin, Mahmood Kazi Mohammed, Burak Acar, Suzan Uskudarli (+3 others)
2015 Lecture Notes in Computer Science  
This paper presents an overview of the ImageCLEF 2016 evaluation campaign, an event that was organized as part of the CLEF (Conference and Labs of the Evaluation Forum) labs 2016.  ...  ImageCLEF is an ongoing initiative that promotes the evaluation of technologies for annotation, indexing and retrieval for providing information access to collections of images in various usage scenarios  ...  Acknowledgements The general coordination and the handwritten retrieval task have been supported by the European Union (EU) Horizon 2020 grant READ (Recognition and Enrichment of Archival Documents) (Ref  ... 
doi:10.1007/978-3-319-24027-5_45 fatcat:c5r3lw7ssjhlrpvupjbr4eqazy

General Overview of ImageCLEF at the CLEF 2016 Labs [chapter]

Mauricio Villegas, Henning Müller, Alba García Seco de Herrera, Roger Schaer, Stefano Bromuri, Andrew Gilbert, Luca Piras, Josiah Wang, Fei Yan, Arnau Ramisa, Emmanuel Dellandrea, Robert Gaizauskas (+5 others)
2016 Lecture Notes in Computer Science  
This paper presents an overview of the ImageCLEF 2016 evaluation campaign, an event that was organized as part of the CLEF (Conference and Labs of the Evaluation Forum) labs 2016.  ...  ImageCLEF is an ongoing initiative that promotes the evaluation of technologies for annotation, indexing and retrieval for providing information access to collections of images in various usage scenarios  ...  Acknowledgements The general coordination and the handwritten retrieval task have been supported  ... 
doi:10.1007/978-3-319-44564-9_25 fatcat:smnjpwfcnjee3h52lbhau75j4e

ImageCLEF 2014: Overview and Analysis of the Results [chapter]

Barbara Caputo, Henning Müller, Jesus Martinez-Gomez, Mauricio Villegas, Burak Acar, Novi Patricia, Neda Marvasti, Suzan Üsküdarlı, Roberto Paredes, Miguel Cazorla, Ismael Garcia-Varea, Vicente Morell
2014 Lecture Notes in Computer Science  
This paper presents an overview of the ImageCLEF 2014 evaluation lab.  ...  Since its first edition in 2003, ImageCLEF has become one of the key initiatives promoting the benchmark evaluation of algorithms for the annotation and retrieval of images in various domains, such as  ...  Acknowledments This work has been partially supported by the tranScriptorium FP7 project under grant #600707 (M. V., R. P.).  ... 
doi:10.1007/978-3-319-11382-1_18 fatcat:3spn4qmtlbc6ddqwu26gg4z434

Evaluating performance of biomedical image retrieval systems—An overview of the medical image retrieval task at ImageCLEF 2004–2013

Jayashree Kalpathy-Cramer, Alba García Seco de Herrera, Dina Demner-Fushman, Sameer Antani, Steven Bedrick, Henning Müller
2015 Computerized Medical Imaging and Graphics  
important(for(the(evaluation(to(be(close(to(real(world(in( its( size( and( scope.( The( ImageCLEF 1 (medical( retrieval( tasks( have( provided( such( an(  ...  Medical(image(retrieval(and(classification(have(been(extremely(active(research(topics(over( the( past( 15( years.( With( the( ImageCLEF( benchmark( in( medical( image( retrieval( and( classification( a  ...  ( automatic( annotation,( case-based( retrieval( [12,35],( and( modality( classification.( ( Methods* The( ImageCLEF( annual( image( retrieval( challenge( started( in( 2003( as( a( task( of( the( CLEF  ... 
doi:10.1016/j.compmedimag.2014.03.004 pmid:24746250 pmcid:PMC4177510 fatcat:xuck5guwojexviqczz4keargjm

The CLEF 2005 Cross–Language Image Retrieval Track [chapter]

Paul Clough, Henning Müller, Thomas Deselaers, Michael Grubinger, Thomas M. Lehmann, Jeffery Jensen, William Hersh
2006 Lecture Notes in Computer Science  
Four tasks were offered in the ImageCLEF track: a ad-hoc retrieval from an historic photographic collection, ad-hoc retrieval from a medical collection, an automatic image annotation task, and a user-centered  ...  The aim of this CLEF track is to explore the use of both text and content-based retrieval methods for cross-language image retrieval.  ...  The establishment of the IRMA database was funded by the German Research Community DFG under grand Le 1108/4.  ... 
doi:10.1007/11878773_60 fatcat:tnktsl6hkbbupofowyjau6t3g4

Overview of the ImageCLEFphoto 2008 Photographic Retrieval Task [chapter]

Thomas Arni, Paul Clough, Mark Sanderson, Michael Grubinger
2009 Lecture Notes in Computer Science  
ImageCLEFphoto 2008 is an ad-hoc photo retrieval task and part of the ImageCLEF evaluation campaign.  ...  Some of the findings include that the choice of annotation language is almost negligible and the best runs are by combining concept and content-based retrieval methods.  ...  Acknowledgements We would like to thank Michael Grubinger for providing the data collection and queries which formed the basis of the ImageCLEFPhoto task for 2008.  ... 
doi:10.1007/978-3-642-04447-2_62 fatcat:l552y7wq3bhcvlkzr5wfb3te54

What happened in CLEF 2007: Introduction to the Working Notes

Carol Peters
2007 Conference and Labs of the Evaluation Forum  
This has been achieved by offering an increasingly complex and varied set of evaluation tasks over the years.  ...  The objective of the Cross Language Evaluation Forum 1 is to promote research in the field of multilingual system development.  ...  ), (iv) photographic annotation through detection of objects in images (using the same collection as (i) with a restricted number of objects, a purely visual task).  ... 
dblp:conf/clef/Peters07a fatcat:ppojwxr4dzga3m7anoqmavsmuu
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