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Loans and Allowance for Loan and Lease Losses - Summary of Allowance for Loan and Lease Losses (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2017
Sep. 30, 2016
Sep. 30, 2017
Sep. 30, 2016
Allowance for Loan and Lease Losses [Roll Forward]        
Beginning Balance $ 19,797 $ 13,772 $ 15,405 $ 12,567
Provision for loan losses 572 2,819 9,697 4,247
Charge-offs (1,162) (1,972) (6,560) (2,818)
Recoveries 1,160 293 1,825 916
Ending Balance 20,367 14,912 20,367 14,912
Commercial real estate        
Allowance for Loan and Lease Losses [Roll Forward]        
Beginning Balance 2,506 1,792 1,813 1,489
Provision for loan losses 58 123 888 413
Charge-offs   (4) (137) (5)
Recoveries   1   15
Ending Balance 2,564 1,912 2,564 1,912
Construction, land development, land        
Allowance for Loan and Lease Losses [Roll Forward]        
Beginning Balance 915 181 465 367
Provision for loan losses 210 44 1,235 (142)
Charge-offs     (582)  
Recoveries   7 7 7
Ending Balance 1,125 232 1,125 232
1-4 family residential properties        
Allowance for Loan and Lease Losses [Roll Forward]        
Beginning Balance 149 259 253 274
Provision for loan losses 111 (10) 16 (38)
Charge-offs (1)   (29) (63)
Recoveries 23 6 42 82
Ending Balance 282 255 282 255
Farmland        
Allowance for Loan and Lease Losses [Roll Forward]        
Beginning Balance 261 143 170 134
Provision for loan losses (22) (22) 69 (13)
Ending Balance 239 121 239 121
Commercial Loans        
Allowance for Loan and Lease Losses [Roll Forward]        
Beginning Balance 10,603 6,697 8,014 5,276
Provision for loan losses (629) 2,521 4,660 3,680
Charge-offs (755) (1,615) (3,833) (1,784)
Recoveries 929 217 1,307 648
Ending Balance 10,148 7,820 10,148 7,820
Factored receivables        
Allowance for Loan and Lease Losses [Roll Forward]        
Beginning Balance 4,507 4,204 4,088 4,509
Provision for loan losses 645 (7) 1,978 77
Charge-offs (136) (285) (1,102) (743)
Recoveries 30 33 82 102
Ending Balance 5,046 3,945 5,046 3,945
Consumer        
Allowance for Loan and Lease Losses [Roll Forward]        
Beginning Balance 627 293 420 216
Provision for loan losses 208 114 813 313
Charge-offs (270) (68) (877) (223)
Recoveries 178 29 387 62
Ending Balance 743 368 743 368
Mortgage warehouse        
Allowance for Loan and Lease Losses [Roll Forward]        
Beginning Balance 229 203 182 302
Provision for loan losses (9) 56 38 (43)
Ending Balance $ 220 $ 259 $ 220 $ 259