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Derivative Financial Instruments - Additional Information (Details)
3 Months Ended 6 Months Ended 12 Months Ended
Jun. 30, 2019
USD ($)
Contract
Jun. 30, 2018
USD ($)
Jun. 30, 2019
USD ($)
Contract
Jun. 30, 2018
USD ($)
Dec. 31, 2018
USD ($)
Contract
Apr. 04, 2013
USD ($)
Fair Value, Off-balance Sheet Risks, Disclosure Information [Line Items]            
Accumulated net, after tax gain included in accumulated other comprehensive loss $ (101,000) $ 132,000 $ (164,000) $ 559,000    
Mortgage Servicing Rights Hedge [Member]            
Fair Value, Off-balance Sheet Risks, Disclosure Information [Line Items]            
Total notional amount 433,000,000.0   433,000,000.0   $ 318,000,000.0  
Net (negative) positive ineffectiveness on MSR fair value (53,000) $ 99,000 $ (4,800,000) 3,400,000    
Designated as Hedging Instrument [Member] | Interest Rate Swap [Member]            
Fair Value, Off-balance Sheet Risks, Disclosure Information [Line Items]            
Period for which cash flow hedges will be used to hedge quarterly interest payments     5 years      
Derivative inception date     Dec. 31, 2014      
Derivative maturity date     Dec. 31, 2019      
Description of variable rate basis for derivative     three-month LIBOR      
Ineffectiveness related to interest rate swap designated as a cash flow hedge     $ 0 $ 0    
Accumulated net, after tax gain included in accumulated other comprehensive loss     $ 112,000   $ 469,000  
The period over which OCI will be reclassified as interest expense     6 months      
Estimated amount to be reclassified as a decrease to interest expense $ 149,000   $ 149,000      
Designated as Hedging Instrument [Member] | Interest Rate Swap [Member] | Junior Subordinated Debentures [Member]            
Fair Value, Off-balance Sheet Risks, Disclosure Information [Line Items]            
Total notional amount           $ 60,000,000.0
Designated as Hedging Instrument [Member] | Interest Rate Swap [Member] | Three-month LIBOR [Member]            
Fair Value, Off-balance Sheet Risks, Disclosure Information [Line Items]            
Swap fixed interest rate to be paid 1.66%   1.66%      
Derivatives not Designated as Hedging Instruments [Member] | Beneficiary [Member]            
Fair Value, Off-balance Sheet Risks, Disclosure Information [Line Items]            
Number of risk participation agreements | Contract 3   3   3  
Aggregate notional amount of credit risk participation agreements $ 38,000,000.0   $ 38,000,000.0   $ 23,100,000  
Derivatives not Designated as Hedging Instruments [Member] | Guarantor [Member]            
Fair Value, Off-balance Sheet Risks, Disclosure Information [Line Items]            
Number of risk participation agreements | Contract 9   9   7  
Aggregate notional amount of credit risk participation agreements $ 55,500,000   $ 55,500,000   $ 39,000,000.0  
Derivatives not Designated as Hedging Instruments [Member] | Interest Rate Swap [Member]            
Fair Value, Off-balance Sheet Risks, Disclosure Information [Line Items]            
Total notional amount 664,900,000   664,900,000   475,800,000  
Termination value of derivatives 900,000   900,000   75,000  
Collateral Posted 1,100,000   1,100,000      
Derivatives not Designated as Hedging Instruments [Member] | Forward Contracts [Member]            
Fair Value, Off-balance Sheet Risks, Disclosure Information [Line Items]            
Off-balance sheet obligations 268,000,000.0   268,000,000.0   132,000,000.0  
Valuation adjustment     (2,600,000)   (1,800,000)  
Derivatives not Designated as Hedging Instruments [Member] | Interest Rate Lock Commitments [Member]            
Fair Value, Off-balance Sheet Risks, Disclosure Information [Line Items]            
Off-balance sheet obligations $ 197,500,000   197,500,000   71,200,000  
Valuation adjustment     $ 2,500,000   $ 1,200,000