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Loans and Allowance for Loan and Lease Losses - Schedule of Outstanding Contractually Required Principal and Interest and Carrying Amount of PCI Loans Receivable (Details) - USD ($)
$ in Thousands
Sep. 30, 2017
Dec. 31, 2016
Accounts Notes And Loans Receivable [Line Items]    
Outstanding contractually required principal and interest $ 19,037 $ 34,716
Loans 2,425,463 2,027,624
Real Estate Loans    
Accounts Notes And Loans Receivable [Line Items]    
Outstanding contractually required principal and interest 17,447 25,013
Commercial Loans    
Accounts Notes And Loans Receivable [Line Items]    
Outstanding contractually required principal and interest 1,590 9,703
Loans 890,372 778,643
Purchased Credit Impaired Loans    
Accounts Notes And Loans Receivable [Line Items]    
Loans 14,955 26,907
Purchased Credit Impaired Loans | Commercial Loans    
Accounts Notes And Loans Receivable [Line Items]    
Loans $ 838 $ 7,522