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Allowance for Loan Losses - Allowance Calculation at the Segment Level and Adjusted Beginning Balance for the Allowance for Credit Losses (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2017
Dec. 31, 2016
Dec. 31, 2015
Financing Receivable, Allowance for Credit Losses [Line Items]      
Allowance for Loan and Lease Losses, Reserve Estimate Methodology, Historical Loss Period Factor 96 months 84 months  
Beginning balance $ 50,624 $ 56,494 $ 54,352
Charge-offs 19,403 20,799 14,290
Recoveries (10,210) (20,030) (11,442)
Net charge-offs (recoveries) 9,193 769 2,848
Provision (Recovery) 8,557 (5,101) 4,990
Ending balance 49,988 50,624 56,494
Commercial, financial and agricultural      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Beginning balance 13,434 13,694 10,719
Charge-offs 6,017 5,786 2,478
Recoveries (809) (1,259) (1,373)
Net charge-offs (recoveries) 5,208 4,527 1,105
Provision (Recovery) 6,796 4,267 4,080
Ending balance 15,022 13,434 13,694
Commercial real estate      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Beginning balance 10,432 9,197 8,808
Charge-offs 1,798 412 348
Recoveries (810) (3,671) (2,241)
Net charge-offs (recoveries) 988 (3,259) (1,893)
Provision (Recovery) 157 (2,024) (1,504)
Ending balance 9,601 10,432 9,197
Construction real estate      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Beginning balance 5,247 8,564 8,652
Charge-offs 105 1,436 470
Recoveries (2,124) (8,559) (2,092)
Net charge-offs (recoveries) (2,019) (7,123) (1,622)
Provision (Recovery) (2,836) (10,440) (1,710)
Ending balance 4,430 5,247 8,564
Residential real estate      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Beginning balance 10,958 13,514 14,772
Charge-offs 1,208 3,014 2,352
Recoveries (1,863) (2,446) (2,438)
Net charge-offs (recoveries) (655) 568 (86)
Provision (Recovery) (2,292) (1,988) (1,344)
Ending balance 9,321 10,958 13,514
Consumer      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Beginning balance 10,553 11,524 11,401
Charge-offs 10,275 10,151 8,642
Recoveries (4,603) (4,094) (3,295)
Net charge-offs (recoveries) 5,672 6,057 5,347
Provision (Recovery) 6,733 5,086 5,470
Ending balance 11,614 10,553 11,524
Leases      
Financing Receivable, Allowance for Credit Losses [Line Items]      
Beginning balance 0 1 0
Charge-offs 0 0 0
Recoveries (1) (1) (3)
Net charge-offs (recoveries) (1) (1) (3)
Provision (Recovery) (1) (2) (2)
Ending balance $ 0 $ 0 $ 1