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Selected Quarterly Financial Data (unaudited) - Schedule of Selected Quarterly Financial Data (unaudited) (Details) - USD ($)
 3 Months Ended 12 Months Ended
Dec. 31, 2017
Sep. 30, 2017
Jun. 30, 2017
Mar. 31, 2017
Dec. 31, 2016
Sep. 30, 2016
Jun. 30, 2016
Mar. 31, 2016
Dec. 31, 2017
Dec. 31, 2016
Dec. 31, 2015
Quarterly Financial Information Disclosure [Abstract]                      
Interest and Dividend Income $ 35,956,000 $ 35,044,000 $ 33,315,000 $ 32,488,000 $ 30,776,000 $ 22,657,000 $ 22,055,000 $ 22,877,000 $ 136,803,000 $ 98,365,000 $ 83,263,000
Interest expense 3,805,000 3,632,000 3,504,000 2,950,000 2,524,000 1,792,000 1,674,000 1,757,000 13,891,000 7,747,000 6,631,000
Net interest income 32,151,000 31,412,000 29,811,000 29,538,000 28,252,000 20,865,000 20,381,000 21,120,000 122,912,000 90,618,000 76,632,000
PROVISION FOR LOAN AND LEASE LOSSES 3,347,000 3,900,000 3,515,000 1,891,000 5,004,000 1,683,000 1,152,000 2,513,000 12,653,000 10,352,000 6,966,000
Net interest income after provision for loan and lease losses 28,804,000 27,512,000 26,296,000 27,647,000 23,248,000 19,182,000 19,229,000 18,607,000 110,259,000 80,266,000 69,666,000
Non-interest income 12,639,000 11,918,000 13,193,000 12,308,000 10,642,000 4,776,000 6,198,000 4,288,000 50,058,000 25,904,000 20,839,000
Non-interest expense 30,358,000 31,065,000 29,249,000 28,851,000 30,998,000 22,384,000 22,817,000 24,487,000 119,523,000 100,686,000 105,172,000
Income before provision for income taxes 11,085,000 8,365,000 10,240,000 11,104,000 2,892,000 1,574,000 2,610,000 (1,592,000) 40,794,000 5,484,000 (14,667,000)
PROVISION (BENEFIT) FOR INCOME TAXES 11,851,000 (1,390,000) 4,094,000 4,544,000 (61,023,000) 9,000 9,000 (240,000) 19,099,000 (61,245,000) 307,000
Net income (loss) (766,000) 9,755,000 6,146,000 6,560,000 63,915,000 1,565,000 2,601,000 (1,352,000) 21,695,000 66,729,000 (14,974,000)
Dividends on preferred shares 196,000 195,000 10,697,000 189,000         11,277,000    
Income (loss) available (attributable) to common stockholders $ (962,000) $ 9,560,000 $ (4,551,000) $ 6,371,000 $ 63,915,000 $ 1,565,000 $ 2,601,000 $ (1,352,000) $ 10,418,000 $ 66,729,000 $ (14,974,000)
Basic $ (0.03) $ 0.33 $ (0.18) $ 0.26 $ 2.66 $ 0.08 $ 0.13 $ (0.08) $ 0.39 $ 3.31 $ (0.86)
Diluted $ (0.03) $ 0.32 $ (0.18) $ 0.25 $ 2.62 $ 0.08 $ 0.13 $ (0.08) $ 0.38 $ 3.27 $ (0.86)