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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, 2019
Dec. 31, 2018
Dec. 31, 2017
Allowance for Loan and Lease Losses [Roll Forward]      
Balance, beginning of period $ 56,694 $ 42,086  
Provision for loan losses 43,240 38,148 $ 26,393
Balance, end of period 68,244 56,694 42,086
Loans, Excluding Acquired Loans      
Allowance for Loan and Lease Losses [Roll Forward]      
Balance, beginning of period 56,599 41,668 36,286
Provision for loan losses 40,776 34,849 24,527
Charge-offs (33,821) (23,216) (23,498)
Recoveries 4,246 3,298 4,353
Net charge-offs (29,575) (19,918) (19,145)
Balance, end of period 67,800 56,599 41,668
Loans individually evaluated for impairment 5,747 684  
Loans collectively evaluated for impairment 62,053 55,915  
Loans acquired      
Allowance for Loan and Lease Losses [Roll Forward]      
Balance, beginning of period 95 418  
Provision for loan losses 2,464 3,299 1,866
Charge-offs (3,015) (3,622) (2,402)
Recoveries 900    
Balance, end of period 444 95 418
Other Consumer and Other | Loans, Excluding Acquired Loans      
Allowance for Loan and Lease Losses [Roll Forward]      
Balance, beginning of period 2,419 3,596 2,951
Provision for loan losses 2,287 4,903 2,173
Charge-offs (4,894) (6,637) (3,767)
Recoveries 2,357 557 2,239
Net charge-offs (2,537) (6,080) (1,528)
Balance, end of period 2,169 2,419 3,596
Loans individually evaluated for impairment 0 0  
Loans collectively evaluated for impairment 2,169 2,419  
Commercial | Loans, Excluding Acquired Loans      
Allowance for Loan and Lease Losses [Roll Forward]      
Balance, beginning of period 20,514 7,007 7,739
Provision for loan losses 24,000 19,385 7,002
Charge-offs (22,023) (6,623) (7,837)
Recoveries 372 745 103
Net charge-offs (21,651) (5,878) (7,734)
Balance, end of period 22,863 20,514 7,007
Loans individually evaluated for impairment 5,007 437  
Loans collectively evaluated for impairment 17,856 20,077  
Real Estate | Loans, Excluding Acquired Loans      
Allowance for Loan and Lease Losses [Roll Forward]      
Balance, beginning of period 29,743 27,281 21,817
Provision for loan losses 10,797 7,376 12,463
Charge-offs (2,319) (5,905) (7,989)
Recoveries 496 991 990
Net charge-offs (1,823) (4,914) (6,999)
Balance, end of period 38,717 29,743 27,281
Loans individually evaluated for impairment 740 247  
Loans collectively evaluated for impairment 37,977 29,496  
Consumer | Loans, Excluding Acquired Loans      
Allowance for Loan and Lease Losses [Roll Forward]      
Net charge-offs (6,101) (9,126)  
Consumer | Credit Card | Loans, Excluding Acquired Loans      
Allowance for Loan and Lease Losses [Roll Forward]      
Balance, beginning of period 3,923 3,784 3,779
Provision for loan losses 3,692 3,185 2,889
Charge-offs (4,585) (4,051) (3,905)
Recoveries 1,021 1,005 1,021
Net charge-offs (3,564) (3,046) (2,884)
Balance, end of period 4,051 3,923 $ 3,784
Loans individually evaluated for impairment 0 0  
Loans collectively evaluated for impairment $ 4,051 $ 3,923