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Derivative Financial Instruments - Additional Information (Details)
3 Months Ended 9 Months Ended 12 Months Ended
Sep. 30, 2018
USD ($)
Contract
Sep. 30, 2017
USD ($)
Sep. 30, 2018
USD ($)
Contract
Sep. 30, 2017
USD ($)
Dec. 31, 2017
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 $ 52,000 $ 53,000 $ 611,000 $ (99,000)    
Mortgage Servicing Rights Hedge [Member]            
Fair Value, Off-balance Sheet Risks, Disclosure Information [Line Items]            
Total notional amount 252,000,000   252,000,000   $ 349,000,000  
Net (negative) positive ineffectiveness on MSR fair value 72,000 $ (2,600,000) $ 3,500,000 1,000,000    
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     $ 639,000   $ 278,000  
The period over which OCI will be reclassified as interest expense     12 months      
Estimated amount to be reclassified as a decrease to interest expense $ 644,000   $ 644,000      
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
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 2   2   2  
Aggregate notional amount of credit risk participation agreements $ 13,200,000   $ 13,200,000   $ 13,700,000  
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 7   7   6  
Aggregate notional amount of credit risk participation agreements $ 40,300,000   $ 40,300,000   $ 37,100,000  
Derivatives not Designated as Hedging Instruments [Member] | Interest Rate Swap [Member]            
Fair Value, Off-balance Sheet Risks, Disclosure Information [Line Items]            
Total notional amount 410,200,000   410,200,000   351,900,000  
Termination value of derivatives 0   0   80,000  
Collateral Posted 0   0      
Derivatives not Designated as Hedging Instruments [Member] | Forward Contracts [Member]            
Fair Value, Off-balance Sheet Risks, Disclosure Information [Line Items]            
Off-balance sheet obligations 199,500,000   199,500,000   182,100,000  
Valuation adjustment     930,000   (237,000)  
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 $ 102,900,000   102,900,000   83,000,000  
Valuation adjustment     $ 893,000   $ 900,000