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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
3 Months Ended
Mar. 31, 2019
Dec. 31, 2018
Derivative Instruments and Hedging Activities Disclosure [Abstract]    
Maximum length of time over which forecasted transactions are hedged 5 years  
Derivative [Line Items]    
Fair Value, Derivative Assets $ 105,532 $ 108,901
Fair Value, Derivative Liabilities 91,612 98,050
Derivative Assets, Total 267,747 258,139
Derivative Liabilities, Total 91,612 98,050
Interest rate swaps    
Derivative [Line Items]    
Fair Value, Derivative Assets 1,408  
Fair Value, Derivative Liabilities 303  
Foreign exchange forwards    
Derivative [Line Items]    
Fair Value, Derivative Assets 91,028 98,643
Fair Value, Derivative Liabilities 81,132 86,800
Client foreign currency options    
Derivative [Line Items]    
Fair Value, Derivative Assets 1,333 1,759
Fair Value, Derivative Liabilities 1,336 1,759
Client interest rate derivatives    
Derivative [Line Items]    
Fair Value, Derivative Assets 11,763 8,499
Fair Value, Derivative Liabilities 8,841 9,491
Derivatives designated as hedging instruments | Interest rate swaps | Other assets    
Derivative [Line Items]    
Derivative Asset, Notional or Contractual Amount 165,000 0
Fair Value, Derivative Assets 1,408 0
Derivatives designated as hedging instruments | Interest rate swaps | Other liability    
Derivative [Line Items]    
Derivative Liabilities, Notional or Contractual Amount 200,000 0
Fair Value, Derivative Liabilities 303 0
Derivatives not designated as hedging instruments    
Derivative [Line Items]    
Fair Value, Derivative Assets 266,339 258,139
Fair Value, Derivative Liabilities 91,309 98,050
Derivatives not designated as hedging instruments | Foreign exchange forwards | Other assets    
Derivative [Line Items]    
Derivative Asset, Notional or Contractual Amount 180,055 263,733
Fair Value, Derivative Assets 3,312 4,767
Derivatives not designated as hedging instruments | Foreign exchange forwards | Other liability    
Derivative [Line Items]    
Derivative Liabilities, Notional or Contractual Amount 184,353 178,310
Fair Value, Derivative Liabilities 2,845 1,094
Derivatives not designated as hedging instruments | Equity warrant assets | Other assets    
Derivative [Line Items]    
Derivative Asset, Notional or Contractual Amount 226,734 223,532
Fair Value, Derivative Assets 162,215 149,238
Derivatives not designated as hedging instruments | Client foreign exchange forwards | Other assets    
Derivative [Line Items]    
Derivative Asset, Notional or Contractual Amount 2,907,771 2,759,878
Fair Value, Derivative Assets 87,716 93,876
Derivatives not designated as hedging instruments | Client foreign exchange forwards | Other liability    
Derivative [Line Items]    
Derivative Liabilities, Notional or Contractual Amount 2,779,090 2,568,085
Fair Value, Derivative Liabilities 78,287 85,706
Derivatives not designated as hedging instruments | Client foreign currency options | Other assets    
Derivative [Line Items]    
Derivative Asset, Notional or Contractual Amount 91,808 93,556
Fair Value, Derivative Assets 1,333 1,759
Derivatives not designated as hedging instruments | Client foreign currency options | Other liability    
Derivative [Line Items]    
Derivative Liabilities, Notional or Contractual Amount 91,908 93,579
Fair Value, Derivative Liabilities 1,336 1,759
Derivatives not designated as hedging instruments | Client interest rate derivatives | Other assets    
Derivative [Line Items]    
Derivative Asset, Notional or Contractual Amount 1,198,257 1,020,416
Fair Value, Derivative Assets 11,763 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 1,274,564 1,337,328
Fair Value, Derivative Liabilities 8,841 $ 9,491
Reduction in derivative liabilities due to rules of clearing houses $ (3,900)