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The Wikipedia Image Retrieval Task
[chapter]
2010
ImageCLEF
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The Wikipedia image retrieval task at ImageCLEF provides a test-bed for the system-oriented evaluation of visual information retrieval from a collection of Wikipedia images. ...
This chapter presents an overview of the available test collections, summarises the retrieval approaches employed by the groups that participated in the task during the 2008 and 2009 ImageCLEF campaigns ...
The authors would also like to thank Thijs Westerveld and Roelof van Zwol for creating the (INEX MM) Wikipedia image collection and setting up the task in the context of the activities of the INEX Multimedia ...
doi:10.1007/978-3-642-15181-1_9
fatcat:gn2lisoma5fhhhfaxqyxc55l6e
An Overview of Evaluation Campaigns in Multimedia Retrieval
[chapter]
2010
ImageCLEF
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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. ...
In particular we thank the European Union for support through the funding of various EU projects that have supported task organisers. ...
doi:10.1007/978-3-642-15181-1_27
fatcat:nnglqvlfw5a6fceju5vrwyswim
Overview of the WikipediaMM Task at ImageCLEF 2009
[chapter]
2010
Lecture Notes in Computer Science
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This paper presents an overview of the resources, topics, and assessments of the wikipediaMM task at ImageCLEF 2009, summarises the retrieval approaches employed by the participating groups, and provides ...
ImageCLEF's wikipediaMM task provides a testbed for the system-oriented evaluation of multimedia information retrieval from a collection of Wikipedia images. ...
The authors would also like to thank all the groups participating in the relevance assessment process. ...
doi:10.1007/978-3-642-15751-6_7
fatcat:km2zohliczafrgxpnypnmlnhku
Seven Years of Image Retrieval Evaluation
[chapter]
2010
ImageCLEF
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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. ...
In particular we thank the European Union for support through the funding of various EU projects that have supported task organisers. ...
doi:10.1007/978-3-642-15181-1_1
fatcat:yuvmyscbufg5lclr36z4pughm4
TextTopicNet - Self-Supervised Learning of Visual Features Through Embedding Images on Semantic Text Spaces
[article]
2018
arXiv
pre-print
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As an alternative, learning visual features by designing auxiliary tasks which make use of freely available self-supervision has become increasingly popular in the computer vision community. ...
Our experiments demonstrate state-of-the-art performance in image classification, object detection, and multi-modal retrieval compared to recent self-supervised or naturally-supervised approaches. ...
We gratefully acknowledge the support of the NVIDIA Corporation with the donation of the Titan X Pascal GPU used for this research. ...
arXiv:1807.02110v1
fatcat:3qe3xgsuzfem5j5doiak5bexeq
Investigating the combination of structural and textual information about multimedia retrieval
2014
International Journal of Advanced Computer Science and Applications
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Experimental evaluation is carried out using the INEX Ad Hoc Task 2007 and the Image CLEF Wikipedia Retrieval Task 2010. ...
The expansion of structured information in different applications introduces a new ambiguity in multimedia retrieval in semi-structured documents. ...
I INEX 2007 AND IMAGECLEF 2010 COLLECTIONS Company
INEX 2007
ImageCLEF 2010
Task
Collection XML Ad Hoc
Wikipedia Retrieval
Number of XML
document
659388
237434
Number of image
246730 ...
doi:10.14569/ijacsa.2014.050218
fatcat:4gpmvsznzfe77mr57okib6jaum
Multimedia Information Retrieval Based on Late Semantic Fusion Approaches: Experiments on a Wikipedia Image Collection
2013
IEEE transactions on multimedia
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Main goal of this work is to show the improvement of using a textual pre-filtering combined with an image re-ranking in a Multimedia Information Retrieval task. ...
In the paper, five different late semantic fusion approaches are discussed and experimented in a realistic scenario for multimedia retrieval like the one provided by the publicly available ImageCLEF Wikipedia ...
ACKNOWLEDGMENT The UNED-UV is a research group made up of researchers from two Universities in Spain, the Universidad Nacional de Educación a Distancia (UNED) and the Valencia University (UV), working ...
doi:10.1109/tmm.2013.2267726
fatcat:7ktiwyu7yzgw3nvswo53bbhljm
CLEF 2011
2012
SIGIR Forum
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and Vision, the Netherlands Organization for Scientific Research (NWO), the PROMISE Network of Excellence, the University of Amsterdam, and the Xerox Research Centre Europe. ...
CLEF 2011 was sponsored by: the Center for Creation, Content and Technology (CCCT), the City of Amsterdam, the ELIAS Research Network Programme, Microsoft Research, the Netherlands Institute for Sound ...
Cross-Language Image Retrieval (ImageCLEF): This was the 9th year of running this track in CLEF. ...
doi:10.1145/2093346.2093349
fatcat:3g7glfufgrhzdpaxk7ckskqxly
Object and Concept Recognition for Image Retrieval
[chapter]
2010
ImageCLEF
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The results of all years are illustrated, compared and the most promising approaches are highlighted. Finally, the interactions with the photo retrieval task are presented. ...
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
CLEF 2010 conference on multilingual and multimodal information access evaluation
2011
SIGIR Forum
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It has also promoted the study and implementation of evaluation methodologies for diverse IR tasks and media. As a result, CLEF has been extremely successful in building a strong, multidisciplinary 1 ...
Since 2000, Cross-Language Evaluation Forum (CLEF) has played a leading role in stimulating research into a wide range of key areas in the information retrieval domain, including cross-language question ...
There were two tasks in 2010: the Prior Art Candidate Search Task, which aimed at retrieving patent documents that are likely to constitute prior of view: Norbert Fuhr (University of Duisburg-Essen, Germany ...
doi:10.1145/1924475.1924477
fatcat:qx42pcur3venfa2vpzmef4m5u4
www.MMRetrieval.net
2010
Proceedings of the Third International Conference on SImilarity Search and APplications - SISAP '10
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The engine also provides multistage retrieval, as well as a single text index baseline for comparison purposes. ...
We introduce an experimental search engine for multilingual and multimedia information, employing a holistic web interface and enabling the use of highly distributed indices. ...
The engine demonstrates the feasibility of the proposed architecture and methods on the ImageCLEF 2010 Wikipedia collection. 1 The primary modality is image, consisting of 237434 items, associated with ...
doi:10.1145/1862344.1862363
dblp:conf/sisap/ZagorisAC10
fatcat:qjvpjwmna5di7bdxz3s6vb2swq
CLEF 2012
2012
SIGIR Forum
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Acknowledgments The success of CLEF 2012 would not have been possible without the invaluable contributions of all the members of the Program Committee, Organizing Committee, students and volunteers that ...
, Sapienza "University of Rome" ...
ImageCLEF Cross Language Image Retrieval Track evaluates the cross-language annotation and retrieval of images by focusing on the combination of textual and visual evidence. ...
doi:10.1145/2422256.2422261
fatcat:yv3w4ozkg5fsbf5hkd6bayuj64
Dynamic two-stage image retrieval from large multimedia databases
2013
Information Processing & Management
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Furthermore, we compare dynamic two-stage retrieval to traditional score-based fusion of results retrieved visually and textually. ...
We experiment with a method for image retrieval from multimedia databases, which improves both the effectiveness and efficiency of traditional CBIR by exploring secondary media. ...
The community is already experimenting with such setups, e.g. the ImageCLEF 2010 Wikipedia Retrieval task was performed on a multimodal collection with topics made of textual and image queries at the same ...
doi:10.1016/j.ipm.2012.03.005
fatcat:36uvluwezfddfah2wuwi2bl7kq
Repeatable and reliable semantic search evaluation
2013
Journal of Web Semantics
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These data have been used for different tasks and a wide range of corresponding semantic search solutions have been proposed in the past. ...
Challenge 2010 and 2011. ...
Discussion of the 2011 Semantic Search Challenge The Semantic Search Challenge started in 2010 with the task of (named) entity retrieval from RDF data crawled from the Web. ...
doi:10.1016/j.websem.2013.05.005
fatcat:rbh52sc6iveonnwxzsfmktb7ny
Repeatable and Reliable Semantic Search Evaluation
2013
Social Science Research Network
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These data have been used for different tasks and a wide range of corresponding semantic search solutions have been proposed in the past. ...
Challenge 2010 and 2011. ...
Discussion of the 2011 Semantic Search Challenge The Semantic Search Challenge started in 2010 with the task of (named) entity retrieval from RDF data crawled from the Web. ...
doi:10.2139/ssrn.3199069
fatcat:da2hqnm4cvbv7jonfw7kuogyia
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