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Loans and Allowance for Credit Losses - Summary of Changes in Accretable Discount for ACI Loans (Details) - ACI Loans - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Financing Receivable Recorded Investment [Line Items]      
Balance at beginning of period $ 78,422 $ 98,728 $ 122,791
Maturities/payoff (7,456) (9,888) (11,563)
Charge-offs (77) (129) (286)
Foreclosure (436) (1,061) (1,041)
Accretion (19,813) (23,303) (30,870)
Reclass from nonaccretable difference due to increases in expected cash flow 16,765 14,075 19,697
Balance at end of period $ 67,405 $ 78,422 $ 98,728