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Derivatives and Hedging - Free Standing Derivative Instruments (Details) - USD ($)
$ in Thousands
3 Months Ended 6 Months Ended
Jun. 30, 2020
Jun. 30, 2019
Jun. 30, 2020
Jun. 30, 2019
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 $ 41 $ (800) $ (752) $ (1,379)
Interest rate lock commitments | Mortgage banking income        
Derivative Instruments, Gain (Loss) [Line Items]        
Derivative instruments not designated as hedging instruments, gain (loss), net 8,333 689 17,655 1,835
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 0 734 1,528 1,028
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 2,803 40 (3,104) (49)
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 14,687 2,664 18,824 6,092
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 (704) (3,992) (2,592) (5,009)
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 586 3,531 2,210 4,527
Forward and swap contracts related to commercial loans | Other income        
Derivative Instruments, Gain (Loss) [Line Items]        
Derivative instruments not designated as hedging instruments, gain (loss), net (14,790) (999) 11,191 1,697
Spot contracts related to commercial loans | Other income        
Derivative Instruments, Gain (Loss) [Line Items]        
Derivative instruments not designated as hedging instruments, gain (loss), net 2,053 700 2,824 198
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 $ 3,923 $ 3,611 $ 8,624 $ 7,462