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Loan and Lease Receivables - Additional Information (Details) - USD ($)
Sep. 30, 2020
Jun. 30, 2020
Dec. 31, 2019
Sep. 30, 2019
Jun. 30, 2019
Apr. 30, 2019
Dec. 31, 2018
Accounts Notes And Loans Receivable [Line Items]              
Total loans and leases $ 4,379,130,000   $ 3,780,636,000        
Loans held for sale pledged as security for borrowings 2,400,000,000   1,800,000,000        
Allowance for loan and lease losses 61,258,000 $ 51,300,000 31,936,000 $ 31,585,000 $ 31,132,000   $ 25,201,000
Acquired Impaired Loans              
Accounts Notes And Loans Receivable [Line Items]              
Loans acquired           $ 52,927,000  
Allowance for loan and lease losses 5,000,000.0   2,800,000        
Acquired Impaired Loans | Oak Park River Forest Bankshares, Inc.              
Accounts Notes And Loans Receivable [Line Items]              
Loans acquired           $ 52,900,000  
Acquired Non-Impaired Loans and Leases | Oak Park River Forest Bankshares, Inc.              
Accounts Notes And Loans Receivable [Line Items]              
Loans acquired     204,500,000        
Installment and Other              
Accounts Notes And Loans Receivable [Line Items]              
Total loans and leases 3,072,000   6,484,000        
Overdraft deposits reclassified as loans 301,000   852,000        
Allowance for loan and lease losses 37,000 $ 36,000 50,000 $ 55,000 $ 67,000   $ 49,000
U.S. Government Guaranteed Loans              
Accounts Notes And Loans Receivable [Line Items]              
Total loans and leases 765,700,000   119,800,000        
Discount on the unguaranteed portion of government guaranteed loans $ 25,700,000   $ 23,100,000