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Segment Reporting - Schedule of Segment Financial Information (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2018
Sep. 30, 2017
Sep. 30, 2018
Sep. 30, 2017
Dec. 31, 2017
Segment Reporting Information [Line Items]          
Net interest income $ 52,755 $ 43,610 $ 152,701 $ 104,288  
Provision for loan losses 1,818 (784) 3,198 (1,906)  
Mortgage banking income 29,350 32,227 87,856 89,887  
Net, change in fair value of mortgage servicing rights (2,701) (893) (6,192) (3,234)  
Other noninterest income 7,706 6,486 21,729 17,911  
Depreciation and amortization 1,013 1,097 3,251 3,090  
Amortization of intangibles 777 558 2,432 1,073  
Loss on sale of mortgage servicing rights       249  
Other noninterest mortgage banking expense 25,087 25,848 74,055 73,007  
Other noninterest expense 30,336 41,721 89,984 87,358  
Income before income taxes 28,079 12,990 83,174 45,981  
Income tax expense 6,702 4,602 19,978 16,601  
Net income 21,377 8,388 63,196 29,380  
Total assets 5,058,167 4,581,943 5,058,167 4,581,943 $ 4,727,713
Goodwill 137,190 138,910 137,190 138,910 $ 137,190
Banking Segment          
Segment Reporting Information [Line Items]          
Net interest income 52,733 43,741 153,173 103,596  
Provision for loan losses 1,818 (784) 3,198 (1,906)  
Mortgage banking income 7,417 7,498 20,419 20,282  
Other noninterest income 7,706 6,486 21,729 17,911  
Depreciation and amortization 896 972 2,864 2,697  
Amortization of intangibles 777 558 2,432 1,073  
Other noninterest mortgage banking expense 6,383 6,216 17,129 16,420  
Other noninterest expense 30,336 41,721 89,984 87,358  
Income before income taxes 27,646 9,042 79,714 36,147  
Total assets 4,637,097 4,056,901 4,637,097 4,056,901  
Goodwill 137,090 138,810 137,090 138,810  
Mortgage Segment          
Segment Reporting Information [Line Items]          
Net interest income 22 (131) (472) 692  
Mortgage banking income 21,933 24,729 67,437 69,605  
Net, change in fair value of mortgage servicing rights (2,701) (893) (6,192) (3,234)  
Depreciation and amortization 117 125 387 393  
Loss on sale of mortgage servicing rights       249  
Other noninterest mortgage banking expense 18,704 19,632 56,926 56,587  
Income before income taxes 433 3,948 3,460 9,834  
Total assets 421,070 525,042 421,070 525,042  
Goodwill $ 100 $ 100 $ 100 $ 100