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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
Dec. 31, 2017
Dec. 31, 2016
Accounts Notes And Loans Receivable [Line Items]    
Outstanding contractually required principal and interest $ 19,861 $ 34,716
Loans 2,810,856 2,027,624
Real Estate Loans    
Accounts Notes And Loans Receivable [Line Items]    
Outstanding contractually required principal and interest 16,360 25,013
Commercial    
Accounts Notes And Loans Receivable [Line Items]    
Outstanding contractually required principal and interest 3,501 9,703
Purchased Credit Impaired Loans    
Accounts Notes And Loans Receivable [Line Items]    
Loans $ 15,598 $ 26,907