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» Fusion of multiple classifiers
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NIPS
1998
13 years 10 months ago
Probabilistic Image Sensor Fusion
We present a probabilistic method for fusion of images produced by multiple sensors. The approach is based on an image formation model in which the sensor images are noisy, locall...
Ravi K. Sharma, Todd K. Leen, Misha Pavel
ISI
2006
Springer
13 years 8 months ago
The Hats Simulator and Colab: An Integrated Information Fusion Challenge Problem and Collaborative Analysis Environment
We present an overview of our work in information fusion for intelligence analysis. This work includes the Hats Simulator and the COLAB system. The Hats Simulator is a parameterize...
Clayton T. Morrison, Paul R. Cohen
KDD
2002
ACM
164views Data Mining» more  KDD 2002»
14 years 9 months ago
Meta-classification: Combining Multimodal Classifiers
Combining multiple classifiers is of particular interest in multimedia applications. Each modality in multimedia data can be analyzed individually, and combining multiple pieces of...
Wei-Hao Lin, Alexander G. Hauptmann
ICPR
2004
IEEE
14 years 9 months ago
Image Segmentation Through Energy Minimization Based Subspace Fusion
In this paper we present an image segmentation technique that fuses contributions from multiple feature subspaces using an energy minimization approach. For each subspace, we comp...
Jason J. Corso, Maneesh Dewan, Gregory D. Hager
PG
2007
IEEE
14 years 3 months ago
Exposure Fusion
We propose a technique for fusing a bracketed exposure sequence into a high quality image, without converting to HDR first. Skipping the physically-based HDR assembly step simpli...
Tom Mertens, Jan Kautz, Frank Van Reeth