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Derivative Financial Instruments - Additional Information (Details)
3 Months Ended 12 Months Ended
Mar. 31, 2018
USD ($)
Contract
Mar. 31, 2017
USD ($)
Dec. 31, 2017
USD ($)
Contract
Apr. 04, 2013
USD ($)
Mortgage Servicing Rights Hedge [Member]        
Fair Value, Off-balance Sheet Risks, Disclosure Information [Line Items]        
Total notional amount $ 297,000,000   $ 349,000,000  
Net (negative) positive ineffectiveness on MSR fair value 3,300,000 $ 2,800,000    
Designated as Hedging Instrument [Member]        
Fair Value, Off-balance Sheet Risks, Disclosure Information [Line Items]        
Accumulated net, after tax gain included in accumulated other comprehensive loss $ 320,000 35,000    
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 $ 653,000   $ 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 $ 430,000      
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%      
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  
Aggregate notional amount of credit risk participation agreements $ 13,500,000   $ 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 6   6  
Aggregate notional amount of credit risk participation agreements $ 37,100,000   $ 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 336,100,000   351,900,000  
Termination value of derivatives 24,000   80,000  
Collateral Posted 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 220,100,000   182,100,000  
Valuation adjustment (210,000)   (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 131,900,000   83,000,000  
Valuation adjustment $ 1,700,000   $ 900,000