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Loan and Lease Receivables - Summary of Changes in Accretable Yield for Acquired Impaired Loans (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2017
Dec. 31, 2016
Dec. 31, 2015
Receivables [Abstract]      
Beginning balance $ 36,868 $ 43,915 $ 68,238
Additions   6,916  
Accretion to interest income (24,597) (26,208) (35,547)
Reclassification from nonaccretable difference 24,175 12,245 11,224
Ending balance $ 36,446 $ 36,868 $ 43,915