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On the power of algorithm fusion
SPIE Proceedings, 2001The fusion of multiple detection/classification algorithms is proving a very powerful approach for dramatically reducing false alarm rate, while still maintaining a high probability of detection and classification. This paper presents insights on how algorithm fusion achieves these benefits.
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Indoor positioning fusion algorithm for smartphones
2014 International Conference on Indoor Positioning and Indoor Navigation (IPIN), 2014In this paper, a particle filter based fusion algorithm running on smartphones is introduced. It adopts signals, camera and IMU to achieve an accurate indoor positioning. The fusion algorithm achieves a localization accuracy of 2 meter during 80% test time and the maximum error is 4.5 meter.
Xin Chen, Xiao Yan, Xiaolong Shen
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An Adaptive Fusion Algorithm for Spam Detection
IEEE Intelligent Systems, 2014Spam detection has become a critical component in various online systems such as email services, advertising engines, social media sites, and so on. Here, the authors use email services as an example, and present an adaptive fusion algorithm for spam detection (AFSD), which is a general, content-based approach and can be applied to nonemail spam ...
Congfu Xu +4 more
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Evaluation of multiresolution image fusion algorithms
IEEE International IEEE International IEEE International Geoscience and Remote Sensing Symposium, 2004. IGARSS '04. Proceedings. 2004, 2004This paper is meant to mainly contribute to the comparative evaluation of image fusion algorithms used to merge the information content of spatially coregistered panchromatic and multispectral images. Multiple criteria and statistical indicators regarding the fidelity, spectral, spatial, and textural aspects of image quality are presented for objective
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Fusion of biometric algorithms in the recognition problem
Pattern Recognition Letters, 2005This note concerns the mathematical aspects of fusion for several biometric algorithms in the recognition or identification problem. It is assumed that a biometric signature is presented to a system which compares it with a database of signatures of known individuals (gallery).
Andrew L. Rukhin, Igor Malioutov
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FLIER: A Novel Sensor Fusion Algorithm
2008 IEEE Region 10 and the Third international Conference on Industrial and Information Systems, 2008This paper proposes a novel sensor fusion algorithm to obtain instantaneous position and attitude estimates, which can either be used for aerial navigation or can be utilized to construct state feedbacks for camera stabilization. A divergence control strategy has also been formulated and the algorithm was embedded in real-time hardware.
Sumit Chauhan +3 more
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An Efficient Fusion Algorithm on Conflicting Evidence
2009 Eighth IEEE/ACIS International Conference on Computer and Information Science, 2009DSmT would resolve the issue of evidence portfolios when the high conflict of evidences appeared. But the computation oversized more easily because more focus elements were additional in the DSmT rules. And the fusion result was worse than that of DST when the low conflict situation was occurred.
Jinyuan Yang +2 more
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Effective Algorithms for Fusion Gene Detection
2010Chromosomal rearrangements which shape the genomes of cancer cells often result in fusion genes. Several recent studies have proposed using oligo microarrays targeting fusion junctions to detect fusion genes present in a sample. These approaches design a microarray targeted to discover known fusion genes by using a probe for each possible fusion ...
Dan He 0001, Eleazar Eskin
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Novel Cooperative Neural Fusion Algorithms for Image Restoration and Image Fusion
IEEE Transactions on Image Processing, 2007To deal with the problem of restoring degraded images with non-Gaussian noise, this paper proposes a novel cooperative neural fusion regularization (CNFR) algorithm for image restoration. Compared with conventional regularization algorithms for image restoration, the proposed CNFR algorithm can relax need of the optimal regularization parameter to be ...
Youshen Xia, Mohamed S. Kamel
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The Distributed Wavelet-Based Fusion Algorithm
2004This paper describes a distributed algorithm for use in the analysis of the multi-spectral satellite images. The algorithm combines the spatial-frequency wavelet transform and the maximum selection fusion algorithm. It fuses a multi-spectral image set into a single high quality achromatic image that suits the human visual system. The algorithm operates
Rajchawit Sarochawikasit +2 more
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