Content-based query of image databases: inspirations from text retrieval
Pattern Recognition Letters - Selected papers from the 11th scandinavian conference on image analysis
Fusion Via a Linear Combination of Scores
Information Retrieval
Composite Kernels for Hypertext Categorisation
ICML '01 Proceedings of the Eighteenth International Conference on Machine Learning
Proceedings of the 2003 ACM symposium on Applied computing
The combination limit in multimedia retrieval
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Optimal multimodal fusion for multimedia data analysis
Proceedings of the 12th annual ACM international conference on Multimedia
Performance prediction of data fusion for information retrieval
Information Processing and Management: an International Journal
Design of Multimodal Dissimilarity Spaces for Retrieval of Video Documents
IEEE Transactions on Pattern Analysis and Machine Intelligence
Word sense disambiguation with pictures
Artificial Intelligence - Special volume on connecting language to the world
A principled approach to score level fusion in multimodal biometric systems
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
How do correlation and variance of base-experts affect fusion in biometric authentication tasks?
IEEE Transactions on Signal Processing
Narrowing the semantic gap - improved text-based web document retrieval using visual features
IEEE Transactions on Multimedia
From members to teams to committee-a robust approach to gestural and multimodal recognition
IEEE Transactions on Neural Networks
Interoperable and unified multimedia retrieval in distributed and heterogeneous environments
Proceedings of the international conference on Multimedia
Information fusion for combining visual and textual image retrieval in imageCLEF@ICPR
ICPR'10 Proceedings of the 20th International conference on Recognizing patterns in signals, speech, images, and videos
A boosting approach to multiview classification with cooperation
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part II
Spectral Regression dimension reduction for multiple features facial image retrieval
International Journal of Biometrics
FQAS'11 Proceedings of the 9th international conference on Flexible Query Answering Systems
Online multimodal deep similarity learning with application to image retrieval
Proceedings of the 21st ACM international conference on Multimedia
Content-Based Multimedia Retrieval Using Feature Correlation Clustering and Fusion
International Journal of Multimedia Data Engineering & Management
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In retrieval, indexing and classification of multimedia data an efficient information fusion of the different modalities is essential for the system's overall performance. Since information fusion, its influence factors and performance improvement boundaries have been lively discussed in the last years in different research communities, we will review their latest findings. They most importantly point out that exploiting the feature's and modality's dependencies will yield to maximal performance. In data analysis and fusion tests with annotated image collections this is undermined.