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Canonical Correlation Analysis on Riemannian Manifolds and Its Applications

Canonical correlation analysis (CCA) is a widely used statistical technique to capture correlations between two sets of multi-variate random variables and has found a multitude of applications in computer vision, medical imaging and machine learning. The classical formulation assumes that the data l...

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Main Authors: Kim, Hyunwoo J., Adluru, Nagesh, Bendlin, Barbara B., Johnson, Sterling C., Vemuri, Baba C., Singh, Vikas
格式: Artigo
語言:Inglês
出版: 2014
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在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC4194269/
https://ncbi.nlm.nih.gov/pubmed/25317426
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-319-10605-2_17
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