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Loans and Allowance for Loan Losses - Activity in the Allowance for Loan Losses, by Portfolio Segment, for the Current Year (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Allowance for Loan and Lease Losses [Roll Forward]      
Balance, beginning of period $ 42,086 $ 37,240  
Provision for loan losses 38,148 26,393 $ 20,065
Balance, end of period 56,694 42,086 37,240
Loans, Excluding Acquired Loans      
Allowance for Loan and Lease Losses [Roll Forward]      
Balance, beginning of period 41,668 36,286 31,351
Provision for loan losses 34,849 24,527 19,439
Charge-offs (23,216) (23,498) (16,643)
Recoveries 3,298 4,353 2,139
Net charge-offs (19,918) (19,145) (14,504)
Balance, end of period 56,599 41,668 36,286
Loans individually evaluated for impairment 684 338  
Loans collectively evaluated for impairment 55,915 41,330  
Loans acquired      
Allowance for Loan and Lease Losses [Roll Forward]      
Balance, beginning of period 418 954  
Provision for loan losses 3,299 1,866 626
Charge-offs (3,622) (2,400)  
Balance, end of period 95 418 954
Other Consumer and Other | Loans, Excluding Acquired Loans      
Allowance for Loan and Lease Losses [Roll Forward]      
Balance, beginning of period 3,596 2,951 1,951
Provision for loan losses 4,903 2,173 2,459
Charge-offs (6,637) (3,767) (1,975)
Recoveries 557 2,239 516
Net charge-offs (6,080) (1,528) (1,459)
Balance, end of period 2,419 3,596 2,951
Loans individually evaluated for impairment 0 0  
Loans collectively evaluated for impairment 2,419 3,596  
Commercial | Loans, Excluding Acquired Loans      
Allowance for Loan and Lease Losses [Roll Forward]      
Balance, beginning of period 7,007 7,739 5,985
Provision for loan losses 19,385 7,002 5,345
Charge-offs (6,623) (7,837) (3,956)
Recoveries 745 103 365
Net charge-offs (5,878) (7,734) (3,591)
Balance, end of period 20,514 7,007 7,739
Loans individually evaluated for impairment 437 0  
Loans collectively evaluated for impairment 20,077 7,007  
Real Estate | Loans, Excluding Acquired Loans      
Allowance for Loan and Lease Losses [Roll Forward]      
Balance, beginning of period 27,281 21,817 19,522
Provision for loan losses 7,376 12,463 9,461
Charge-offs (5,905) (7,989) (7,517)
Recoveries 991 990 351
Net charge-offs (4,914) (6,999) (7,166)
Balance, end of period 29,743 27,281 21,817
Loans individually evaluated for impairment 247 338  
Loans collectively evaluated for impairment 29,496 26,943  
Consumer | Loans, Excluding Acquired Loans      
Allowance for Loan and Lease Losses [Roll Forward]      
Net charge-offs (9,126) (4,412)  
Consumer | Credit Card | Loans, Excluding Acquired Loans      
Allowance for Loan and Lease Losses [Roll Forward]      
Balance, beginning of period 3,784 3,779 3,893
Provision for loan losses 3,185 2,889 2,174
Charge-offs (4,051) (3,905) (3,195)
Recoveries 1,005 1,021 907
Net charge-offs (3,046) (2,884) (2,288)
Balance, end of period 3,923 3,784 $ 3,779
Loans individually evaluated for impairment 0 0  
Loans collectively evaluated for impairment $ 3,923 $ 3,784