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Consolidated Statements of Cash Flows - USD ($)
 12 Months Ended
Dec. 31, 2017
Dec. 31, 2016
Dec. 31, 2015
Cash flows from operating activities      
Net income $ 15,138,000 $ 15,684,000 $ 15,385,000
Adjustments to reconcile net income to net cash provided by (used in) operating activities:      
Depreciation and amortization of leasehold improvement 2,306,000 2,288,000 2,386,000
Change in fair value of mortgage servicing rights 802,000 919,000 1,141,000
Loan loss reserve release 1,800,000 750,000 (4,400,000)
Provision for deferred tax expense 13,662,000 8,421,000 8,756,000
Net deferred tax expense due to DTA valuation adjustment 7,909,000    
Originations of loans held-for-sale (146,867,000) (194,901,000) (190,041,000)
Proceeds from sales of loans held-for-sale 151,289,000 197,654,000 196,431,000
Net gain on sales of mortgage loans (4,803,000) (6,343,000) (5,775,000)
Net discount accretion of purchase accounting adjustment on loans (1,328,000) (604,000)  
Change in current income taxes receivable (2,519,000) 260,000 100,000
Increase in cash surrender value of bank-owned life insurance (1,432,000) (1,283,000) (1,277,000)
Death claim on bank owned life insurance     273,000
Change in accrued interest receivable and other assets (4,492,000) (53,000) (4,213,000)
Change in accrued interest payable and other liabilities 1,582,000 967,000 (2,668,000)
Net discount (accretion)/premium amortization on securities 1,881,000 (638,000) 79,000
Securities losses, net (474,000) 2,213,000 178,000
Amortization of core deposit 96,000 16,000  
Amortization of junior subordinated debentures issuance costs 48,000 48,000 47,000
Amortization of senior notes issuance costs 102,000 4,000  
Stock based compensation 1,181,000 657,000 613,000
Net gain on sale of other real estate owned (474,000) (374,000) (1,073,000)
Provision for other real estate owned losses 1,708,000 1,570,000 4,076,000
Net loss on disposal of fixed assets (10,000) 1,000 (20,000)
Loss on transfer of premises to other real estate owned     1,139,000
Net cash provided by (used in) operating activities 37,105,000 27,256,000 21,137,000
Cash flows from investing activities      
Proceeds from maturities and calls including pay down of securities available-for-sale 117,389,000 78,305,000 46,230,000
Proceeds from sales of securities available-for-sale 232,462,000.000 306,400,000.000 70,176,000.000
Purchases of securities available-for-sale (343,470,000) (210,681,000) (196,082,000)
Proceeds from maturities and calls including pay down of securities held-to-maturity   3,372,000 13,281,000
Proceeds from sales of Federal Home Loan Bank stock (2,250,000) 600,000 540,000
Net change in loans (141,683,000) (125,540,000) 16,073,000
Improvements in other real estate owned   (16,000)  
Proceeds from sales of other real estate owned 6,107,000 7,830,000 18,836,000
Proceeds from disposition of premises and equipment 13,000   30,000
Net purchases of premises and equipment (1,055,000) (1,986,000) (1,280,000)
Cash paid for acquisition, net of cash and cash equivalent retained   (181,357,000)  
Net cash (used in) provided by investing activities (132,487,000) (123,073,000) (32,196,000)
Cash flows from financing activities      
Net change in deposits 56,140,000 58,805,000 74,031,000
Net change in securities sold under repurchase agreements 4,203,000 (8,355,000) 13,034,000
Net change in other short-term borrowings 45,000,000 55,000,000 (30,000,000)
Payment of senior note issuance costs (42,000)    
Redemption of preferred stock     (47,331,000)
Proceeds from the issuance of senior notes   43,994,000  
Repayment of subordinate debt   (45,000,000)  
Repayment of note payable   (500,000)  
Proceeds from exercise of stock options   11,000  
Dividends paid on preferred stock     (2,417,000)
Dividends paid common stock (1,184,000) (888,000)  
Purchase of treasury stock (236,000) (254,000) (117,000)
Net cash (used in) provided by financing activities 103,881,000 102,813,000 7,200,000
Net change in cash and cash equivalents 8,499,000 6,996,000 (3,859,000)
Cash and cash equivalents at beginning of period 47,334,000 40,338,000 44,197,000
Cash and cash equivalents at end of period 55,833,000 47,334,000 40,338,000
Supplemental cash flow information      
Income taxes paid 430,000 211,000 118,000
Interest paid for deposits 5,145,000 4,275,000 3,958,000
Interest paid for borrowings 7,362,000 5,330,000 5,142,000
Non-cash transfer of loans to other real estate owned 3,701,000 1,223,000 8,530,000
Non-cash transfer of premises to other real estate owned $ 95,000 562,000 468,000
Non-cash transfer of securities available-for-sale to securities held-to-maturity   $ 244,823,000  
Change in dividends accrued     $ (544,000)