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Revenue Recognition - Service Charged on Deposit Accounts (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Disaggregation of Revenue [Line Items]      
Service fees on deposit accounts $ 17,933 $ 18,551 $ 20,619
Wire transfer fees 4,558 4,934 $ 5,057
Wire transfer fees      
Disaggregation of Revenue [Line Items]      
Wire transfer fees 4,058 4,463  
Foreign exchange fees      
Disaggregation of Revenue [Line Items]      
Wire transfer fees 500 471  
Noninterest Bearing Deposits      
Disaggregation of Revenue [Line Items]      
Service fees on deposit accounts 17,862 18,489  
Noninterest Bearing Deposits | Monthly service charges      
Disaggregation of Revenue [Line Items]      
Service fees on deposit accounts 1,608 1,772  
Noninterest Bearing Deposits | Customer analysis charges      
Disaggregation of Revenue [Line Items]      
Service fees on deposit accounts 7,801 7,825  
Noninterest Bearing Deposits | NSF charges      
Disaggregation of Revenue [Line Items]      
Service fees on deposit accounts 7,654 7,986  
Noninterest Bearing Deposits | Other service charges      
Disaggregation of Revenue [Line Items]      
Service fees on deposit accounts 799 906  
Interest-bearing Deposits | Monthly service charges      
Disaggregation of Revenue [Line Items]      
Service fees on deposit accounts $ 71 $ 62