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Derivatives and Hedging - Free Standing Derivative Instruments (Details) - USD ($)
$ in Thousands
3 Months Ended
Mar. 31, 2018
Mar. 31, 2017
Futures contracts | Mortgage banking income and corporate and correspondent investment sales    
Derivative Instruments, Gain (Loss) [Line Items]    
Derivative instruments not designated as hedging instruments, gain (loss), net $ 72 $ (3)
Forward contracts related to residential mortgage loans held for sale | Mortgage banking income    
Derivative Instruments, Gain (Loss) [Line Items]    
Derivative instruments not designated as hedging instruments, gain (loss), net 80 (2,665)
Interest rate lock commitments | Mortgage banking income    
Derivative Instruments, Gain (Loss) [Line Items]    
Derivative instruments not designated as hedging instruments, gain (loss), net 192 785
Interest rate contracts for customers | Corporate and correspondent investment sales    
Derivative Instruments, Gain (Loss) [Line Items]    
Derivative instruments not designated as hedging instruments, gain (loss), net 8,564 6,796
Purchased equity option related to equity-linked CDs | Other expense    
Derivative Instruments, Gain (Loss) [Line Items]    
Derivative instruments not designated as hedging instruments, gain (loss), net (7,082) 3,630
Written equity option related to equity-linked CDs | Other expense    
Derivative Instruments, Gain (Loss) [Line Items]    
Derivative instruments not designated as hedging instruments, gain (loss), net 6,523 (3,134)
Forward contracts related to commercial loans | Other income    
Derivative Instruments, Gain (Loss) [Line Items]    
Derivative instruments not designated as hedging instruments, gain (loss), net (219) (6,958)
Spot contracts related to commercial loans | Other income    
Derivative Instruments, Gain (Loss) [Line Items]    
Derivative instruments not designated as hedging instruments, gain (loss), net (922) 996
Foreign currency exchange contracts for customers | Corporate and correspondent investment sales    
Derivative Instruments, Gain (Loss) [Line Items]    
Derivative instruments not designated as hedging instruments, gain (loss), net 3,541 2,350
Option contracts related to mortgage servicing rights | Mortgage banking income    
Derivative Instruments, Gain (Loss) [Line Items]    
Derivative instruments not designated as hedging instruments, gain (loss), net $ (38) $ 0