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Quarterly Financial Data - Summary of Quarterly Financial Data (Detail) - USD ($)
$ / shares in Units, $ in Thousands
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 income $ 220,506 $ 211,650 $ 211,147 $ 199,116 $ 201,095 $ 191,203 $ 189,028 $ 185,597 $ 842,419 $ 766,923 $ 707,023
Interest expense 48,537 46,796 42,187 36,587 36,700 37,057 37,573 37,444 174,107 148,774 156,754
Net interest income 171,969 164,854 168,960 162,529 164,395 154,146 151,455 148,153 668,312 618,149 550,269
Provision for credit losses 2,200 1,640 3,632 2,470 3,800 5,840 1,429 800 9,942 11,869 8,101
Non-interest income:                      
Gains on sales of loans, net 6,375 5,520 4,791 4,128 12,307 4,823 3,105 1,795 20,814 22,030 4,245
Other non-interest income 21,229 20,568 19,899 20,931 20,353 20,030 21,159 19,653 16,702 16,953 15,185
Non-interest expense:                      
Amortization of tax credit investments 20,302 8,389 7,732 5,324 13,384 6,450 7,646 7,264 41,747 34,744 27,312
Other non-interest expense 116,015 124,176 111,507 115,628 111,445 106,818 112,157 110,961 54,922 58,870 55,108
Income Before Income Taxes 61,056 56,737 70,779 64,166 68,426 59,891 54,487 50,576 252,738 233,380 126,895
Income tax expense 34,958 17,088 20,714 18,071 18,336 17,049 15,460 14,389 90,831 65,234 23,938
Net Income 26,098 39,649 50,065 46,095 50,090 42,842 39,027 36,187 161,907 168,146 102,957
Dividends on preferred stock 3,172 2,683 1,797 1,797 1,797 1,797 1,797 1,797 9,449 7,188 3,813
Net Income Available to Common Shareholders $ 22,926 $ 36,966 $ 48,268 $ 44,298 $ 48,293 $ 41,045 $ 37,230 $ 34,390 $ 152,458 $ 160,958 $ 99,144
Earnings per common share:                      
Basic (in usd per share) $ 0.09 $ 0.14 $ 0.18 $ 0.17 $ 0.19 $ 0.16 $ 0.15 $ 0.14 $ 0.58 $ 0.63 $ 0.42
Diluted (in usd per share) 0.09 0.14 0.18 0.17 0.19 0.16 0.15 0.14 0.58 0.63 0.42
Cash dividends declared per common share (in usd per share) $ 0.11 $ 0.11 $ 0.11 $ 0.11 $ 0.11 $ 0.11 $ 0.11 $ 0.11 $ 0.44 $ 0.44 $ 0.44
Weighted average number of common shares outstanding:                      
Basic (in shares) 264,332,895 264,058,174 263,958,292 263,797,024 256,422,437 254,473,994 254,381,170 254,075,349 264,038,123 254,841,571 234,405,909
Diluted (in shares) 265,288,067 264,936,220 264,778,242 264,546,266 256,952,036 254,940,307 254,771,213 254,347,420 264,889,007 255,268,336 234,437,000