Derivatives - Schedule of Derivative Instruments (Details) - USD ($) $ in Thousands	Dec. 31, 2019	Dec. 31, 2018
Derivatives, Fair Value [Line Items]
Derivative liability	$ 3,555	$ 508
Interest rate swaps
Derivatives, Fair Value [Line Items]
Derivative asset	2,950	853
Derivative liability	3,484	246
Interest rate lock commitments
Derivatives, Fair Value [Line Items]
Derivative asset	810	978
Retail interest rate contracts
Derivatives, Fair Value [Line Items]
Derivative liability	71	262
Not Designated as Hedging Instrument
Derivatives, Fair Value [Line Items]
Derivative asset	3,760	1,224
Derivative liability	3,021	508
Not Designated as Hedging Instrument | Interest rate swaps
Derivatives, Fair Value [Line Items]
Derivative asset	2,950	246
Derivative liability	2,950	246
Not Designated as Hedging Instrument | Interest rate swaps | Other assets
Derivatives, Fair Value [Line Items]
Derivative asset	2,950	246
Not Designated as Hedging Instrument | Interest rate swaps | Other liabilities
Derivatives, Fair Value [Line Items]
Derivative liability	2,950	246
Not Designated as Hedging Instrument | Interest rate lock commitments | Other assets
Derivatives, Fair Value [Line Items]
Derivative asset	810	978
Not Designated as Hedging Instrument | Retail interest rate contracts
Derivatives, Fair Value [Line Items]
Derivative liability	71	262
Not Designated as Hedging Instrument | Retail interest rate contracts | Other liabilities
Derivatives, Fair Value [Line Items]
Derivative liability	$ 71	$ 262