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» Context based multimodal fusion
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ICIP
2006
IEEE
14 years 9 months ago
Techniques for Fusion of Multimodal Images: Application to Breast Imaging
In many situations it is desirable and advantageous to acquire medical images in more than one modality. For example positron emission tomography can be used to acquire functional...
Andrzej Król, David H. Feiglin, Ethan D. Mo...
ICPR
2004
IEEE
14 years 8 months ago
Information Fusion in Face Identification
Information Fusion of multi-modal Biometrics has attracted much attention in recent years. However, this paper focuses on the information fusion in single modals, that is, the fac...
Bo Cao, Peng Yang, Shiguang Shan, Wen Gao, Wenchao...
AVBPA
2003
Springer
148views Biometrics» more  AVBPA 2003»
13 years 11 months ago
Scalability Analysis of Audio-Visual Person Identity Verification
In this work, we present a multimodal identity verification system based on the fusion of the face image and the text independent speech data of a person. The system conciliates th...
Jacek Czyz, Samy Bengio, Christine Marcel, Luc Van...
ICASSP
2011
IEEE
12 years 11 months ago
Kernel cross-modal factor analysis for multimodal information fusion
This paper presents a novel approach for multimodal information fusion. The proposed method is based on kernel cross-modal factor analysis (KCFA), in which the optimal transformat...
Yongjin Wang, Ling Guan, Anastasios N. Venetsanopo...
MCS
2010
Springer
13 years 9 months ago
Tomographic Considerations in Ensemble Bias/Variance Decomposition
Abstract. Classifier decision fusion has been shown to act in a manner analogous to the back-projection of Radon transformations when individual classifier feature sets are non o...
David Windridge