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Investment Securities - Schedule of Unrealized Loss on Securities (Details) - USD ($)
$ in Thousands
Dec. 31, 2017
Dec. 31, 2016
Available-for-sale Securities, Continuous Unrealized Loss Position, Fair Value [Abstract]    
Less than 12 Months $ 261,855 $ 860,016
12 Months or Longer 536,586 47,163
Total 798,441 907,179
Available-for-sale Securities, Continuous Unrealized Loss Position, Unrealized Losses [Abstract]    
Less than 12 Months 2,856 11,778
12 Months or Longer 7,553 531
Total 10,409 12,309
Held-to-maturity Securities, Continuous Unrealized Loss Position, Fair Value [Abstract]    
Less than 12 Months 33,975 134,909
12 Months or Longer 45,498 7,564
Total 79,473 142,473
Held-to-maturity Securities, Continuous Unrealized Loss Position, Unrealized Losses [Abstract]    
Less than 12 Months 232 5,148
12 Months or Longer 519 87
Total 751 5,235
Obligations of U.S. Treasury and other U.S. Government sponsored entities    
Available-for-sale Securities, Continuous Unrealized Loss Position, Fair Value [Abstract]    
Less than 12 Months 24,931 247,695
12 Months or Longer 217,789 19,838
Total 242,720 267,533
Available-for-sale Securities, Continuous Unrealized Loss Position, Unrealized Losses [Abstract]    
Less than 12 Months 70 2,305
12 Months or Longer 2,210 162
Total 2,280 2,467
U.S. Government sponsored entity asset-backed securities    
Available-for-sale Securities, Continuous Unrealized Loss Position, Fair Value [Abstract]    
Less than 12 Months 236,924 612,321
12 Months or Longer 318,797 27,325
Total 555,721 639,646
Available-for-sale Securities, Continuous Unrealized Loss Position, Unrealized Losses [Abstract]    
Less than 12 Months 2,786 9,473
12 Months or Longer 5,343 369
Total 8,129 9,842
Held-to-maturity Securities, Continuous Unrealized Loss Position, Fair Value [Abstract]    
Less than 12 Months 7,331  
12 Months or Longer   7,564
Total 7,331 7,564
Held-to-maturity Securities, Continuous Unrealized Loss Position, Unrealized Losses [Abstract]    
Less than 12 Months 38  
12 Months or Longer   87
Total 38 87
Obligations of States and Political Subdivisions    
Held-to-maturity Securities, Continuous Unrealized Loss Position, Fair Value [Abstract]    
Less than 12 Months 26,644 134,909
12 Months or Longer 45,498  
Total 72,142 134,909
Held-to-maturity Securities, Continuous Unrealized Loss Position, Unrealized Losses [Abstract]    
Less than 12 Months 194 5,148
12 Months or Longer 519  
Total $ 713 $ 5,148