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Derivative Financial Instruments - Derivative Financial Instruments and the Amount and Location of the Net Gains or Losses Recognized in the Statements of Income (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2020
Dec. 31, 2019
Dec. 31, 2018
Derivative Instruments Gain Loss [Line Items]      
Net gains (losses) recognized in the statements of income $ 35,482 $ 19,455 $ 8,353
Interest Rate Lock Commitments | Mortgage Banking Income      
Derivative Instruments Gain Loss [Line Items]      
Net gains (losses) recognized in the statements of income 22,348 12,185 3,534
Forward Commitments | Mortgage Banking Income      
Derivative Instruments Gain Loss [Line Items]      
Net gains (losses) recognized in the statements of income (4,274) (2,340) 821
Interest Rate Swap Agreements | Other Noninterest Income      
Derivative Instruments Gain Loss [Line Items]      
Net gains (losses) recognized in the statements of income 15,468 7,172 1,835
Foreign Exchange Contracts | Other Noninterest Income      
Derivative Instruments Gain Loss [Line Items]      
Net gains (losses) recognized in the statements of income $ 1,940 2,891 3,163
Conversion Rate Swap Agreement | Investment Securities Gains (Losses), Net      
Derivative Instruments Gain Loss [Line Items]      
Net gains (losses) recognized in the statements of income   $ (453) $ (1,000)