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Subsequent Events - Additional Information (Details)
1 Months Ended 2 Months Ended 12 Months Ended
Jan. 22, 2019
$ / shares
Jan. 01, 2019
USD ($)
$ / shares
shares
Jul. 21, 2015
shares
Feb. 28, 2019
USD ($)
Nov. 30, 2016
shares
Feb. 28, 2019
USD ($)
shares
Dec. 31, 2019
$ / shares
Dec. 31, 2018
USD ($)
Bank
$ / shares
shares
Dec. 31, 2016
shares
Oct. 31, 2018
USD ($)
Dec. 31, 2017
USD ($)
Subsequent Event [Line Items]                      
Cash dividends declared year to date, per common share | $ / shares               $ 0.55      
Derivative, notional amount               $ 2,696,100,000     $ 2,350,759,000
Maximum                      
Subsequent Event [Line Items]                      
Share repurchase program authorized amount               $ 81,000,000   $ 50,000,000  
Share repurchase program authorized number of shares | shares               4,300,000      
Scenario Plan | Common Stock                      
Subsequent Event [Line Items]                      
Cash dividends declared year to date, per common share | $ / shares             $ 0.70        
Restricted Stock Units                      
Subsequent Event [Line Items]                      
Restricted stock granted | shares     258,375   395,250     276,451 277,500    
Perfomrnace goals duration, Minimum               3 years      
Perfomrnace goals duration, Maximum               4 years      
State Bank Financial Corporation                      
Subsequent Event [Line Items]                      
Acquisition costs related to transaction               $ 3,000,000      
Business combination total assets reported               4,900,000,000      
Business combination total loans reported               3,400,000,000      
Business combination total deposits reported               $ 4,100,000      
GEORGIA | State Bank Financial Corporation                      
Subsequent Event [Line Items]                      
Number of banking locations | Bank               32      
Subsequent Event                      
Subsequent Event [Line Items]                      
Vesting period   3 years                  
Options granted | shares   1,600,000                  
Weighted average price, options | $ / shares   $ 20.43                  
Share repurchased, share | shares           1,800,000          
Share repurchased, value           $ 34,500,000          
Derivative, notional amount       $ 4,000,000,000   4,000,000,000          
Derrivative contract term       5 years              
Derivative, purchased option price       $ 127,800,000   $ 127,800,000          
Subsequent Event | Purchased | Interest Rate Caps                      
Subsequent Event [Line Items]                      
Derrivative cap interest rate       4.70%   4.70%          
Subsequent Event | Purchased | Interest Rate Floors                      
Subsequent Event [Line Items]                      
Derrivative floor interest rate       3.00%   3.00%          
Subsequent Event | Sold | Interest Rate Caps                      
Subsequent Event [Line Items]                      
Derrivative cap interest rate       3.50%   3.50%          
Subsequent Event | Sold | Interest Rate Floors                      
Subsequent Event [Line Items]                      
Derrivative floor interest rate       0.00%   0.00%          
Subsequent Event | Common Stock                      
Subsequent Event [Line Items]                      
Cash dividends declared year to date, per common share | $ / shares $ 0.175                    
Dividend paid date Mar. 15, 2019                    
Dividend record date Mar. 01, 2019                    
Dividend declared date Jan. 22, 2019                    
Subsequent Event | Restricted Stock Units                      
Subsequent Event [Line Items]                      
Restricted stock granted | shares   657,998                  
Vesting period   3 years                  
Subsequent Event | State Bank Financial Corporation                      
Subsequent Event [Line Items]                      
Purchase price consideration   $ 826,000,000                  
Subsequent Event | State Bank Financial Corporation | Common Class A                      
Subsequent Event [Line Items]                      
Common stock in exchange for outstanding common shares | shares   1.271