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Derivatives - Schedule of Gains (Losses) Included in the Consolidated Statements of Income Related to Derivative Financial Instruments (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2019
Sep. 30, 2018
Sep. 30, 2019
Sep. 30, 2018
Derivatives, Fair Value [Line Items]        
Reclassification adjustment for gain on hedging activities, tax $ (46) $ 23 $ (121) $ 22
Amount of (loss) gain recognized in other comprehensive income, net of tax (256)   (1,151)  
Amount of (loss) gain recognized in other comprehensive income, net of tax   169   1,638
Not designated as hedging: | Mortgage Banking Income        
Derivatives, Fair Value [Line Items]        
Gains (losses) on derivative financial instruments 1,908 (2,509) 2,017 2,360
Designated as hedging:        
Derivatives, Fair Value [Line Items]        
Total cash flow hedge gain (loss) and derivative excluded component increase (decrease) 149 89 456 126
Designated as hedging: | Interest Expense on Borrowings        
Derivatives, Fair Value [Line Items]        
Amount of gain (loss) reclassified from other comprehensive income and recognized in interest expense on borrowings 130 69 343 62
Gain included in interest expense on borrowings 19 20 113 64
Interest rate-lock commitments | Not designated as hedging: | Mortgage Banking Income        
Derivatives, Fair Value [Line Items]        
Gains (losses) on derivative financial instruments 447 (3,415) 4,202 (688)
Forward commitments | Not designated as hedging: | Mortgage Banking Income        
Derivatives, Fair Value [Line Items]        
Gains (losses) on derivative financial instruments (3,227) 1,524 (12,895) 7,477
Futures contracts | Not designated as hedging: | Mortgage Banking Income        
Derivatives, Fair Value [Line Items]        
Gains (losses) on derivative financial instruments 4,685 (563) 10,663 (4,379)
Option contracts | Not designated as hedging: | Mortgage Banking Income        
Derivatives, Fair Value [Line Items]        
Gains (losses) on derivative financial instruments $ 3 $ (55) $ 47 $ (50)