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Earnings Per Share - Factors Used in Computation of Earnings Per Share (Details) - USD ($)
$ / shares in Units, $ in Thousands
3 Months Ended 12 Months Ended
Dec. 31, 2018
Sep. 30, 2018
Jun. 30, 2018
Mar. 31, 2018
Dec. 31, 2017
Sep. 30, 2017
Jun. 30, 2017
Mar. 31, 2017
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Basic                      
Net income to common stockholders $ 18,085 $ 8,975 $ 12,192 $ 11,878 $ 6,111 $ 9,587 $ 9,467 $ 10,281 $ 51,130 $ 35,446 $ 19,813
Weighted average common shares outstanding                 24,791,448 19,133,745 17,856,828
Basic earnings per common share $ 0.68 $ 0.34 $ 0.48 $ 0.57 $ 0.29 $ 0.48 $ 0.53 $ 0.57 $ 2.06 $ 1.85 $ 1.11
Diluted                      
Net income to common stockholders $ 18,085 $ 8,975 $ 12,192 $ 11,878 $ 6,111 $ 9,587 $ 9,467 $ 10,281 $ 51,130 $ 35,446 $ 19,813
Dilutive effect of preferred stock                 578 774  
Net income to common stockholders - diluted                 $ 51,708 $ 36,220 $ 19,813
Weighted average common shares outstanding                 24,791,448 19,133,745 17,856,828
Dilutive effects of:                      
Average shares and dilutive potential common shares                 25,480,513 20,000,288 18,053,531
Diluted earnings per common share $ 0.67 $ 0.34 $ 0.47 $ 0.56 $ 0.29 $ 0.47 $ 0.51 $ 0.55 $ 2.03 $ 1.81 $ 1.10
Stock Options                      
Dilutive effects of:                      
Stock based compensation                 84,126 45,653 3,128
Restricted Stock Awards                      
Dilutive effects of:                      
Stock based compensation                 52,851 68,079 110,565
Restricted Stock Units                      
Dilutive effects of:                      
Stock based compensation                 3,039    
Series A Preferred Dividends                      
Dilutive effects of:                      
Assumed conversion of shares                 258,674 315,773  
Series B Preferred Dividends                      
Dilutive effects of:                      
Assumed conversion of shares                 290,375 354,471  
Warrant                      
Dilutive effects of:                      
Assumed exercises of stock warrants                   82,567 83,010