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. Author manuscript; available in PMC: 2013 Jul 15.
Published in final edited form as: Med Image Comput Comput Assist Interv. 2011;14(0 2):58–65. doi: 10.1007/978-3-642-23629-7_8

Algorithm 1.

Algorithm for sparse estimation of MSI data

1: Initialize α = α0 and am = {0}.
2: while ||c||1 is decreasing do
3:  Estimate c using equation (3).
4:  Update α and {am}m=1h using gradient descent of || Inline graphic c − y||2.
5: end while