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Derivatives - Schedule of Derivative Financial Instruments (Details) - USD ($)
$ in Thousands
Sep. 30, 2018
Dec. 31, 2017
Sep. 30, 2017
Derivatives Fair Value [Line Items]      
Notional amount     $ 100,000
Not Designated As Hedging      
Derivatives Fair Value [Line Items]      
Notional amount $ 1,533,001 $ 1,810,484  
Asset 12,143 8,258  
Liability 4,076 1,699  
Not Designated As Hedging | Interest rate contracts      
Derivatives Fair Value [Line Items]      
Notional amount 270,205 146,754  
Asset 3,791 1,146  
Liability 3,791 1,146  
Not Designated As Hedging | Forward commitments      
Derivatives Fair Value [Line Items]      
Notional amount 587,976 870,574  
Asset 2,242    
Liability   553  
Not Designated As Hedging | Interest rate-lock commitments      
Derivatives Fair Value [Line Items]      
Notional amount 452,820 504,156  
Asset 6,079 6,768  
Not Designated As Hedging | Futures Contracts      
Derivatives Fair Value [Line Items]      
Notional amount 216,000 283,000  
Asset   315  
Liability 285    
Not Designated As Hedging | Option Contracts      
Derivatives Fair Value [Line Items]      
Notional amount 6,000 6,000  
Asset 31 29  
Designated as Hedging      
Derivatives Fair Value [Line Items]      
Notional amount 30,000 130,000  
Asset 1,519 1,432  
Designated as Hedging | Interest Rate Swaps      
Derivatives Fair Value [Line Items]      
Notional amount 30,000 130,000  
Asset $ 1,519 $ 1,432