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Derivatives - Schedule of Gains (Losses) Included in the Consolidated Statements of Income Related to Derivative Financial Instruments (Details) - USD ($)
3 Months Ended 6 Months Ended
Jun. 30, 2019
Jun. 30, 2018
Jun. 30, 2019
Jun. 30, 2018
Derivatives, Fair Value [Line Items]        
Reclassification adjustment for gain on hedging activities, tax $ (42,000) $ 1,000 $ (75,000) $ 2,000
Amount of (loss) gain recognized in other comprehensive income, net of tax (564,000)   (895,000)  
Amount of (loss) gain recognized in other comprehensive income, net of tax   198,000   1,469,000
Not designated as hedging: | Mortgage Banking Income        
Derivatives, Fair Value [Line Items]        
Gains (losses) on derivative financial instruments 749 (1,456) 109,000 4,869,000
Designated as hedging:        
Derivatives, Fair Value [Line Items]        
Total cash flow hedge gain (loss) and derivative excluded component increase (decrease) 158,000 12,000 307,000 37,000
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 119,000 (4,000) 213,000 (7,000)
Gain included in interest expense on borrowings 39,000 16,000 94,000 44,000
Interest rate-lock commitments | Not designated as hedging: | Mortgage Banking Income        
Derivatives, Fair Value [Line Items]        
Gains (losses) on derivative financial instruments 1,875 (684) 3,755,000 2,727,000
Forward commitments | Not designated as hedging: | Mortgage Banking Income        
Derivatives, Fair Value [Line Items]        
Gains (losses) on derivative financial instruments (5,264) 635 (9,668,000) 5,953,000
Futures contracts | Not designated as hedging: | Mortgage Banking Income        
Derivatives, Fair Value [Line Items]        
Gains (losses) on derivative financial instruments 4,107 (1,369) 5,978,000 (3,816,000)
Option contracts | Not designated as hedging: | Mortgage Banking Income        
Derivatives, Fair Value [Line Items]        
Gains (losses) on derivative financial instruments $ 31 $ (38) $ 44,000 $ 5,000