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Revenue from Contracts with Customers - Schedule of Disaggregation of Revenue (Details) - USD ($)
$ in Thousands
3 Months Ended 12 Months Ended
Dec. 31, 2019
Sep. 30, 2019
Jun. 30, 2019
Mar. 31, 2019
Dec. 31, 2018
Sep. 30, 2018
Jun. 30, 2018
Mar. 31, 2018
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Non-interest Income                      
Service charges on deposit accounts                 $ 6,402 $ 5,759 $ 4,809
Wealth and asset management fees                 4,627 4,172 3,724
Mortgage banking                 1,412 1,019 906
Card processing and interchange income                 4,641 4,261 3,763
Net realized gains on available-for-sale securities                 148 0 1,543
Other income                 8,745 5,512 6,690
Total non-interest income $ 6,754 $ 6,276 $ 6,792 $ 6,153 $ 4,433 $ 5,933 $ 5,606 $ 4,751 $ 25,975 $ 20,723 $ 21,435