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Allowance for Loan Losses - Additional Information (Details) - USD ($)
$ in Thousands
3 Months Ended 12 Months Ended
Dec. 31, 2018
Sep. 30, 2018
Jun. 30, 2018
Dec. 31, 2018
Dec. 31, 2017
Financing Receivable, Allowance for Credit Losses [Line Items]          
Minimum period interest and principal of loans past due considered nonperforming (in days)       90 days  
Threshold for evaluation for impairment of substandard and nonaccrual commercial loans $ 500     $ 500  
Charge-offs       14,589 $ 13,496
Acquired loans from merger 5,949,019     5,949,019 5,765,934
Commercial and industrial customer          
Financing Receivable, Allowance for Credit Losses [Line Items]          
Charge-offs       8,574 4,709
Acquired loans from merger 1,493,416     1,493,416 1,433,266
Commercial and industrial customer | Automobiles and Equipment          
Financing Receivable, Allowance for Credit Losses [Line Items]          
Participating loans, total exposure     $ 4,900    
Participating loans, direct exposure     950    
Participating loans, recoveries   $ 100      
Charge-offs     $ 5,200    
Commercial construction          
Financing Receivable, Allowance for Credit Losses [Line Items]          
Charge-offs 2,400     2,630 2,571
Commercial construction loans, residual loan exposure 11,500     11,500  
Acquired loans from merger 257,197     257,197 384,334
Integrity Bancshares, Inc.          
Financing Receivable, Allowance for Credit Losses [Line Items]          
Acquired loans from merger 312,300     312,300 386,600
Integrity Bancshares, Inc. | Commercial and industrial customer          
Financing Receivable, Allowance for Credit Losses [Line Items]          
Acquired loans from merger 73,400     73,400 92,200
Integrity Bancshares, Inc. | Commercial construction          
Financing Receivable, Allowance for Credit Losses [Line Items]          
Acquired loans from merger $ 6,600     6,600 $ 11,100
Commercial | Substandard          
Financing Receivable, Allowance for Credit Losses [Line Items]          
Increase in substandard loans resulted in loans downgraded       $ 110,500