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Persistent Homology in Sparse Regression and Its Application to Brain Morphometry.
Moo K. Chung
Jamie L. Hanson
Jieping Ye
Richard J. Davidson
Seth D. Pollak
Published in:
IEEE Trans. Medical Imaging (2015)
Keyphrases
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sparse regression
persistent homology
cortical surface
feature selection and classification
topological features
linear regression
low rank
morse theory
shape analysis
computational geometry
multiscale
feature selection
convex optimization
eeg signals
high order
face recognition
computer vision