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Fair Value of Financial Instruments - Fair Value Estimates (Details) - USD ($)
$ in Thousands
Jun. 30, 2018
Dec. 31, 2017
Assets:    
Investments held-to-maturity $ 31,127 $ 18,082
Investment securities available-for-sale, at fair value 874,700 787,429
Accrued interest receivable 27,420 27,060
Level 1    
Assets:    
Cash and cash equivalents 131,468 197,164
Investments held-to-maturity 0 0
Investment securities available-for-sale, at fair value 0 0
Loans held for sale 0 0
Loans held for investment, net 0 0
Derivative asset 0 0
Accrued interest receivable 27,420 27,060
Liabilities:    
Deposit accounts 5,139,299 5,001,053
FHLB advances 0 0
Other borrowings 0 0
Subordinated debentures 0 0
Derivative liability 0 0
Accrued interest payable 1,151 2,131
Level 1 | Interest-bearing time deposits with financial institutions    
Assets:    
Cash and cash equivalents 6,633 6,633
Level 2    
Assets:    
Cash and cash equivalents 0 0
Investments held-to-maturity 31,126 18,082
Investment securities available-for-sale, at fair value 874,700 787,429
Loans held for sale 14,940 23,524
Loans held for investment, net 0 0
Derivative asset 3,272 1,135
Accrued interest receivable 0 0
Liabilities:    
Deposit accounts 1,160,215 1,074,564
FHLB advances 336,504 489,823
Other borrowings 41,514 46,373
Subordinated debentures 116,004 115,159
Derivative liability 3,272 1,135
Accrued interest payable 0 0
Level 2 | Interest-bearing time deposits with financial institutions    
Assets:    
Cash and cash equivalents 0 0
Level 3    
Assets:    
Cash and cash equivalents 0 0
Investments held-to-maturity 0 0
Investment securities available-for-sale, at fair value 0 0
Loans held for sale 0 0
Loans held for investment, net 6,279,915 6,269,366
Derivative asset 0 0
Accrued interest receivable 0 0
Liabilities:    
Deposit accounts 0 0
FHLB advances 0 0
Other borrowings 0 0
Subordinated debentures 0 0
Derivative liability 0 0
Accrued interest payable 0 0
Level 3 | Interest-bearing time deposits with financial institutions    
Assets:    
Cash and cash equivalents 0 0
Carrying Amount    
Assets:    
Cash and cash equivalents 131,468 197,164
Investments held-to-maturity 31,965 18,291
Investment securities available-for-sale, at fair value 874,700 787,429
FHLB, FRB and other stock 82,666 65,881
Loans held for sale 13,879 23,426
Loans held for investment, net 6,277,586 6,167,288
Derivative asset 3,272 1,135
Accrued interest receivable 27,420 27,060
Liabilities:    
Deposit accounts 6,308,350 6,085,886
FHLB advances 337,638 490,148
Other borrowings 41,462 46,139
Subordinated debentures 105,253 105,123
Derivative liability 3,272 1,135
Accrued interest payable 1,151 2,131
Carrying Amount | Interest-bearing time deposits with financial institutions    
Assets:    
Cash and cash equivalents 6,633 6,633
Estimated Fair Value    
Assets:    
Cash and cash equivalents 131,468 197,164
Investments held-to-maturity 31,126 18,082
Investment securities available-for-sale, at fair value 874,700 787,429
Loans held for sale 14,940 23,524
Loans held for investment, net 6,279,915 6,269,366
Derivative asset 3,272 1,135
Accrued interest receivable 27,420 27,060
Liabilities:    
Deposit accounts 6,299,514 6,075,617
FHLB advances 336,504 489,823
Other borrowings 41,514 46,373
Subordinated debentures 116,004 115,159
Derivative liability 3,272 1,135
Accrued interest payable 1,151 2,131
Estimated Fair Value | Interest-bearing time deposits with financial institutions    
Assets:    
Cash and cash equivalents $ 6,633 $ 6,633