The Truth about Corel - Evaluation in Image Retrieval
CIVR '02 Proceedings of the International Conference on Image and Video Retrieval
Quantitative methods of evaluating image segmentation
ICIP '95 Proceedings of the 1995 International Conference on Image Processing (Vol. 3)-Volume 3 - Volume 3
Evaluation campaigns and TRECVid
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
Image retrieval: Ideas, influences, and trends of the new age
ACM Computing Surveys (CSUR)
The MIR flickr retrieval evaluation
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
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
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Automatic methods for archiving, indexing and retrieving multimedia content becomemore andmore important through the steadily increasing amount of digital data in the web and at home. THESEUS, a German research program, focuses on developing sophisticated algorithms and evaluation strategies for the automated processing of digital data. In this paper we present how evaluation is performed in THESEUS and introduce a generic framework for the evaluation of various video and image analysis algorithms. Besides, evaluation campaigns like the Cross Evaluation Language Forum (CLEF) and subprojects like ImageCLEF deal with the evaluation of such algorithms and provide an objective comparison of their performance. We relate the THESEUS tasks to the work done in ImageCLEF and propose a new task for ImageCLEF 2009.