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Multilinear independent components analysis - IEEE ...
Abstract: Independent components analysis (ICA) maximizes the statistical independence of the representational components of a training image ensemble, but it cannot distinguish between the different factors, or modes, inherent to image formation, including scene structure, illumination, and imaging. We introduce a nonlinear, multifactor model that generalizes ICA.
A Robust Method for Nose Detection under Various ...
It depends on the local appearance and shape of nose region characterized by edge information. Independent Components Analysis (ICA) is used to learn the appearance of nose. ... Independent Component Analysis Training Image Independent Component Analysis Edge ... Sejnowski, T.J.: Face recognition by independent component analysis. IEEE Trans ......
An evaluation of independent component analyses with an ...
Face recognition by independent component analysis. Neural Networks, IEEE Transactions on. 2002; 13:1450–1464. [PMC free article] Beckmann CF. Modelling with independent components. NeuroImage. 2012; 62:891–901. Beckmann CF, Smith SM. Probabilistic independent component analysis for functional magnetic resonance imaging....
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