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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 6 Months Ended
Jun. 30, 2018
Jun. 30, 2017
Jun. 30, 2018
Jun. 30, 2017
Allowance for Loan and Lease Losses [Roll Forward]        
Beginning Balance $ 20,022 $ 19,093 $ 18,748 $ 15,405
Provision for loan losses 4,906 1,447 7,454 9,125
Charge-offs (567) (1,083) (2,033) (5,398)
Recoveries 186 340 378 665
Ending Balance 24,547 19,797 24,547 19,797
Commercial real estate        
Allowance for Loan and Lease Losses [Roll Forward]        
Beginning Balance 3,468 2,243 3,435 1,813
Provision for loan losses 337 263 370 830
Charge-offs (2)   (2) (137)
Ending Balance 3,803 2,506 3,803 2,506
Construction, land development, land        
Allowance for Loan and Lease Losses [Roll Forward]        
Beginning Balance 998 566 883 465
Provision for loan losses 25 512 132 1,025
Charge-offs   (163)   (582)
Recoveries 2   10 7
Ending Balance 1,025 915 1,025 915
1-4 family residential properties        
Allowance for Loan and Lease Losses [Roll Forward]        
Beginning Balance 248 160 293 253
Provision for loan losses 4 (25) (44) (95)
Charge-offs (14)   (14) (28)
Recoveries 2 14 5 19
Ending Balance 240 149 240 149
Farmland        
Allowance for Loan and Lease Losses [Roll Forward]        
Beginning Balance 618 214 310 170
Provision for loan losses 91 47 399 91
Charge-offs (200)   (200)  
Ending Balance 509 261 509 261
Commercial Loans        
Allowance for Loan and Lease Losses [Roll Forward]        
Beginning Balance 9,193 11,177 8,150 8,014
Provision for loan losses 964 (504) 2,571 5,289
Charge-offs (1) (226) (627) (3,078)
Recoveries 74 156 136 378
Ending Balance 10,230 10,603 10,230 10,603
Factored receivables        
Allowance for Loan and Lease Losses [Roll Forward]        
Beginning Balance 4,493 4,064 4,597 4,088
Provision for loan losses 3,317 814 3,786 1,333
Charge-offs (116) (386) (700) (966)
Recoveries 33 15 44 52
Ending Balance 7,727 4,507 7,727 4,507
Consumer        
Allowance for Loan and Lease Losses [Roll Forward]        
Beginning Balance 719 547 783 420
Provision for loan losses 110 233 194 605
Charge-offs (234) (308) (490) (607)
Recoveries 75 155 183 209
Ending Balance 670 627 670 627
Mortgage warehouse        
Allowance for Loan and Lease Losses [Roll Forward]        
Beginning Balance 285 122 297 182
Provision for loan losses 58 107 46 47
Ending Balance $ 343 $ 229 $ 343 $ 229