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Summary of Significant Accounting Policies - Schedule of Reclassification out of Accumulated Other Comprehensive Income (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Before Tax      
Unrealized holding (losses)/gains on available-for-sale-securities, before tax $ (18,958) $ (24,241) $ 36,809
Other comprehensive (loss)/income before tax (52,047) (33,109) 12,729
Provision (Benefit)      
Unrealized holding (losses)/gains on available-for-sale securities, provision (benefit) (3,982) (5,090) 12,884
Other comprehensive (loss)/income provision (benefit) (10,930) (6,953) 4,455
After Tax      
Unrealized holding (losses)/gains on available-for-sale securities, after tax (14,976) (19,151) 23,925
Reclassification adjustments, after tax (14,580) (9,576) (15,803)
Other comprehensive income before reclassifications (26,537) (16,580) 24,077
Other comprehensive (loss)/income net of tax (41,117) (26,156) 8,274
Cash Flow Hedges      
Before Tax      
Unrealized (losses)/gains on cash flow hedges, before tax (14,635) 3,254 233
Other comprehensive (loss)/income before tax (15,801) 2,938 2,046
Provision (Benefit)      
Unrealized (losses)/gains on cash flow hedges, provision (benefit) (3,074) 683 81
Other comprehensive (loss)/income provision (benefit) (3,319) 617 716
After Tax      
Reclassification adjustments, after tax (921) (250) 1,178
Other comprehensive income before reclassifications (11,561) 2,571 152
Other comprehensive (loss)/income net of tax (12,482) 2,321 1,330
Available-for-Sale Securities | Accumulated Net Investment Gain (Loss) Including Portion Attributable to Noncontrolling Interest      
Before Tax      
Other comprehensive (loss)/income before tax (22,831) (29,980) 20,012
Provision (Benefit)      
Other comprehensive (loss)/income provision (benefit) (4,794) (6,296) 7,004
After Tax      
Reclassification adjustments, after tax (3,061) (4,533) (10,917)
Other comprehensive income before reclassifications (14,976) (19,151) 23,925
Other comprehensive (loss)/income net of tax (18,037) (23,684) 13,008
Held-to-Maturity Securities | Accumulated Net Investment Gain (Loss) Including Portion Attributable to Noncontrolling Interest      
Before Tax      
Other comprehensive (loss)/income before tax (13,415) (6,067) (9,329)
Provision (Benefit)      
Other comprehensive (loss)/income provision (benefit) (2,817) (1,274) (3,265)
After Tax      
Reclassification adjustments, after tax (10,598) (4,793) (6,064)
Other comprehensive income before reclassifications 0 0 0
Other comprehensive (loss)/income net of tax (10,598) (4,793) (6,064)
Gains/(losses) on financial derivatives | Reclassification out of Accumulated Other Comprehensive Income | Available-for-Sale Securities | Accumulated Net Investment Gain (Loss) Including Portion Attributable to Noncontrolling Interest      
Before Tax      
Reclassification adjustments, before tax 0 0 (16,845)
Provision (Benefit)      
Reclassification adjustments, provision (benefit) 0 0 (5,897)
After Tax      
Reclassification adjustments, after tax 0 0 (10,948)
Gain (Loss) on Investments | Reclassification out of Accumulated Other Comprehensive Income | Available-for-Sale Securities | Accumulated Net Investment Gain (Loss) Including Portion Attributable to Noncontrolling Interest      
Before Tax      
Reclassification adjustments, before tax 236 0 (89)
Provision (Benefit)      
Reclassification adjustments, provision (benefit) 50 0 (31)
After Tax      
Reclassification adjustments, after tax 186 0 (58)
Net Interest Income | Reclassification out of Accumulated Other Comprehensive Income | Available-for-Sale Securities | Accumulated Net Investment Gain (Loss) Including Portion Attributable to Noncontrolling Interest      
Before Tax      
Reclassification adjustments, before tax (3,834) (5,784) 0
Provision (Benefit)      
Reclassification adjustments, provision (benefit) (805) (1,215) 0
After Tax      
Reclassification adjustments, after tax (3,029) (4,569) 0
Net Interest Income | Reclassification out of Accumulated Other Comprehensive Income | Held-to-Maturity Securities | Accumulated Net Investment Gain (Loss) Including Portion Attributable to Noncontrolling Interest      
Before Tax      
Reclassification adjustments, before tax (13,415) (6,067) (9,329)
Provision (Benefit)      
Reclassification adjustments, provision (benefit) (2,817) (1,274) (3,265)
After Tax      
Reclassification adjustments, after tax (10,598) (4,793) (6,064)
Other Income | Reclassification out of Accumulated Other Comprehensive Income | Available-for-Sale Securities | Accumulated Net Investment Gain (Loss) Including Portion Attributable to Noncontrolling Interest      
Before Tax      
Reclassification adjustments, before tax (275) 45 137
Provision (Benefit)      
Reclassification adjustments, provision (benefit) (57) 9 48
After Tax      
Reclassification adjustments, after tax (218) 36 89
Interest Expense | Reclassification out of Accumulated Other Comprehensive Income | Cash Flow Hedges      
Before Tax      
Reclassification adjustments, before tax (1,166) (316) 1,813
Provision (Benefit)      
Reclassification adjustments, provision (benefit) (245) (66) 635
After Tax      
Reclassification adjustments, after tax $ (921) $ (250) $ 1,178