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Derivative Financial Instruments - Total Notional or Contractual Amounts, Fair Value, Collateral and Net Exposure of Derivative Financial Instruments (Details) - USD ($)
$ in Thousands
6 Months Ended
Jun. 30, 2019
Dec. 31, 2018
Derivative Instruments and Hedging Activities Disclosure [Abstract]    
Maximum length of time over which forecasted transactions are hedged 6 years  
Derivative [Line Items]    
Fair Value, Derivative Assets $ 133,460 $ 108,901
Fair Value, Derivative Liabilities 112,651 98,050
Derivative Assets, Total 291,508 258,139
Derivative Liabilities, Total 112,651 98,050
Interest rate swaps    
Derivative [Line Items]    
Fair Value, Derivative Assets 19,558  
Fair Value, Derivative Liabilities 391  
Foreign exchange forwards    
Derivative [Line Items]    
Fair Value, Derivative Assets 93,704 98,643
Fair Value, Derivative Liabilities 85,699 86,800
Client foreign currency options    
Derivative [Line Items]    
Fair Value, Derivative Assets 758 1,759
Fair Value, Derivative Liabilities 758 1,759
Client interest rate derivatives    
Derivative [Line Items]    
Fair Value, Derivative Assets 19,440 8,499
Fair Value, Derivative Liabilities 25,803 9,491
Derivatives designated as hedging instruments | Interest rate swaps | Other assets    
Derivative [Line Items]    
Derivative Asset, Notional or Contractual Amount 1,015,000 0
Fair Value, Derivative Assets 19,558 0
Derivatives designated as hedging instruments | Interest rate swaps | Other liability    
Derivative [Line Items]    
Derivative Liabilities, Notional or Contractual Amount 250,000 0
Fair Value, Derivative Liabilities 391 0
Derivatives not designated as hedging instruments    
Derivative [Line Items]    
Fair Value, Derivative Assets 271,950 258,139
Fair Value, Derivative Liabilities 112,260 98,050
Derivatives not designated as hedging instruments | Foreign exchange forwards | Other assets    
Derivative [Line Items]    
Derivative Asset, Notional or Contractual Amount 37,120 263,733
Fair Value, Derivative Assets 1,081 4,767
Derivatives not designated as hedging instruments | Foreign exchange forwards | Other liability    
Derivative [Line Items]    
Derivative Liabilities, Notional or Contractual Amount 275,704 178,310
Fair Value, Derivative Liabilities 4,210 1,094
Derivatives not designated as hedging instruments | Equity warrant assets | Other assets    
Derivative [Line Items]    
Derivative Asset, Notional or Contractual Amount 221,013 223,532
Fair Value, Derivative Assets 158,048 149,238
Derivatives not designated as hedging instruments | Client foreign exchange forwards | Other assets    
Derivative [Line Items]    
Derivative Asset, Notional or Contractual Amount 3,447,213 2,759,878
Fair Value, Derivative Assets 92,623 93,876
Derivatives not designated as hedging instruments | Client foreign exchange forwards | Other liability    
Derivative [Line Items]    
Derivative Liabilities, Notional or Contractual Amount 3,137,742 2,568,085
Fair Value, Derivative Liabilities 81,489 85,706
Derivatives not designated as hedging instruments | Client foreign currency options | Other assets    
Derivative [Line Items]    
Derivative Asset, Notional or Contractual Amount 87,439 93,556
Fair Value, Derivative Assets 758 1,759
Derivatives not designated as hedging instruments | Client foreign currency options | Other liability    
Derivative [Line Items]    
Derivative Liabilities, Notional or Contractual Amount 87,538 93,579
Fair Value, Derivative Liabilities 758 1,759
Derivatives not designated as hedging instruments | Client interest rate derivatives | Other assets    
Derivative [Line Items]    
Derivative Asset, Notional or Contractual Amount 1,159,613 1,020,416
Fair Value, Derivative Assets 19,440 8,499
Reduction in derivative assets due to rules of clearing houses   (400)
Derivatives not designated as hedging instruments | Client interest rate derivatives | Other liability    
Derivative [Line Items]    
Derivative Liabilities, Notional or Contractual Amount 1,237,704 1,337,328
Fair Value, Derivative Liabilities 25,803 $ 9,491
Reduction in derivative liabilities due to rules of clearing houses $ (4,200)