Beyond independent relevance: methods and evaluation metrics for subtopic retrieval
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Less is more: probabilistic models for retrieving fewer relevant documents
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Diversifying the image retrieval results
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Overview of the ImageCLEFphoto 2007 Photographic Retrieval Task
Advances in Multilingual and Multimodal Information Retrieval
Overview of the ImageCLEF 2006 photographic retrieval and object annotation tasks
CLEF'06 Proceedings of the 7th international conference on Cross-Language Evaluation Forum: evaluation of multilingual and multi-modal information retrieval
What Else Is There? Search Diversity Examined
ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval
Exploiting Visual Concepts to Improve Text-Based Image Retrieval
ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval
Lightweight web image reranking
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Jointly optimising relevance and diversity in image retrieval
Proceedings of the ACM International Conference on Image and Video Retrieval
On the Selection of the Best Retrieval Result Per Query ---An Alternative Approach to Data Fusion---
FQAS '09 Proceedings of the 8th International Conference on Flexible Query Answering Systems
Medical image annotation in ImageCLEF 2008
CLEF'08 Proceedings of the 9th Cross-language evaluation forum conference on Evaluating systems for multilingual and multimodal information access
The visual concept detection task in ImageCLEF 2008
CLEF'08 Proceedings of the 9th Cross-language evaluation forum conference on Evaluating systems for multilingual and multimodal information access
CLEF'08 Proceedings of the 9th Cross-language evaluation forum conference on Evaluating systems for multilingual and multimodal information access
Building a diversity featured search system by fusing existing tools
CLEF'08 Proceedings of the 9th Cross-language evaluation forum conference on Evaluating systems for multilingual and multimodal information access
CLEF'08 Proceedings of the 9th Cross-language evaluation forum conference on Evaluating systems for multilingual and multimodal information access
MIRACLE-GSI at ImageCLEFphoto 2008: different strategies for automatic topic expansion
CLEF'08 Proceedings of the 9th Cross-language evaluation forum conference on Evaluating systems for multilingual and multimodal information access
Using visual concepts and fast visual diversity to improve image retrieval
CLEF'08 Proceedings of the 9th Cross-language evaluation forum conference on Evaluating systems for multilingual and multimodal information access
A comparative study of diversity methods for hybrid text and image retrieval approaches
CLEF'08 Proceedings of the 9th Cross-language evaluation forum conference on Evaluating systems for multilingual and multimodal information access
University of Jaén at ImagePhoto 2008: filtering the results with the cluster term
CLEF'08 Proceedings of the 9th Cross-language evaluation forum conference on Evaluating systems for multilingual and multimodal information access
Combining TEXT-MESS systems at ImageCLEF 2008
CLEF'08 Proceedings of the 9th Cross-language evaluation forum conference on Evaluating systems for multilingual and multimodal information access
Image retrieval by inter-media fusion and pseudo-relevance feedback
CLEF'08 Proceedings of the 9th Cross-language evaluation forum conference on Evaluating systems for multilingual and multimodal information access
Increasing precision and diversity in photo retrieval by result fusion
CLEF'08 Proceedings of the 9th Cross-language evaluation forum conference on Evaluating systems for multilingual and multimodal information access
Diversity in image retrieval: DCU at ImageCLEFPhoto 2008
CLEF'08 Proceedings of the 9th Cross-language evaluation forum conference on Evaluating systems for multilingual and multimodal information access
SZTAKI @ ImageCLEF 2008: visual feature analysis in segmented images
CLEF'08 Proceedings of the 9th Cross-language evaluation forum conference on Evaluating systems for multilingual and multimodal information access
Query types and visual concept-based post-retrieval clustering
CLEF'08 Proceedings of the 9th Cross-language evaluation forum conference on Evaluating systems for multilingual and multimodal information access
Annotation-based expansion and late fusion of mixed methods for multimedia image retrieval
CLEF'08 Proceedings of the 9th Cross-language evaluation forum conference on Evaluating systems for multilingual and multimodal information access
Evaluation of diversity-focused strategies for multimedia retrieval
CLEF'08 Proceedings of the 9th Cross-language evaluation forum conference on Evaluating systems for multilingual and multimodal information access
Image tagging and search: a gender oriented study
Proceedings of second ACM SIGMM workshop on Social media
Diversity in photo retrieval: overview of the ImageCLEFPhoto task 2009
CLEF'09 Proceedings of the 10th international conference on Cross-language evaluation forum: multimedia experiments
CLEF'09 Proceedings of the 10th international conference on Cross-language evaluation forum: multimedia experiments
Multimodal image retrieval over a large database
CLEF'09 Proceedings of the 10th international conference on Cross-language evaluation forum: multimedia experiments
Using web sources for improving video categorization
Journal of Intelligent Information Systems
Data fusion and label weighting for image retrieval based on spatio-conceptual information
RIAO '10 Adaptivity, Personalization and Fusion of Heterogeneous Information
Enrichment of named entities for image photo retrieval
AMR'09 Proceedings of the 7th international conference on Adaptive multimedia retrieval: understanding media and adapting to the user
Multimodal indexing based on semantic cohesion for image retrieval
Information Retrieval
A non-parametric visual-sense model of images--extending the cluster hypothesis beyond text
Multimedia Tools and Applications
Selecting the n-top retrieval result lists for an effective data fusion
CICLing'10 Proceedings of the 11th international conference on Computational Linguistics and Intelligent Text Processing
Generating web-based corpora for video transcripts categorization
Expert Systems with Applications: An International Journal
Improving image retrieval by using spatial relations
Multimedia Tools and Applications
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ImageCLEFphoto 2008 is an ad-hoc photo retrieval task and part of the ImageCLEF evaluation campaign. This task provides both the resources and the framework necessary to perform comparative laboratory-style evaluation of visual information retrieval systems. In 2008, the evaluation task concentrated on promoting diversity within the top 20 results from a multilingual image collection. This new challenge attracted a record number of submissions: a total of 24 participating groups submitting 1,042 system runs. 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.