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. Author manuscript; available in PMC: 2013 Nov 12.
Published in final edited form as: IEEE Trans Pattern Anal Mach Intell. 2011 Mar 10;33(10):2051–2065. doi: 10.1109/TPAMI.2011.50

Algorithm 1.

Column Space Fitting (CSF) method for minimizing the error function f (M).

1: M ← initial matrix (M0).
2: δ ← initial damping scalar (δ0).
3: repeat
4: Compute gradient (g) and Hessian (H)
from Jacobian terms (Jj).
5: repeat
6: δδ × 10.
7: Find ΔM from
vec (ΔM) ← (H + δI)−1g.
8: until f (M ΔM) < f (M).
9: M ← M − ΔM.
10: δδ × 10−2.
11: Orthogonalize M (keep mean vector t unchanged).
12: until convergence.