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Operating Expenses (Details) (USD $)
In Thousands, unless otherwise specified
3 Months Ended 12 Months Ended
Dec. 31, 2014
Sep. 30, 2014
Jun. 30, 2014
Mar. 31, 2014
Dec. 31, 2013
Sep. 30, 2013
Jun. 30, 2013
Mar. 31, 2013
Dec. 31, 2014
Dec. 31, 2013
Dec. 31, 2012
Operating Expenses [Abstract]                      
Salaries and wages                 $ 84,807us-gaap_SalariesAndWages $ 78,014us-gaap_SalariesAndWages $ 68,668us-gaap_SalariesAndWages
Employee benefits                 19,411us-gaap_OtherLaborRelatedExpenses 18,405us-gaap_OtherLaborRelatedExpenses 15,715us-gaap_OtherLaborRelatedExpenses
Occupancy                 15,842us-gaap_OccupancyNet 13,934us-gaap_OccupancyNet 12,413us-gaap_OccupancyNet
Equipment and software                 15,297chfc_EquipmentAndSoftwareExpense 13,734chfc_EquipmentAndSoftwareExpense 13,112chfc_EquipmentAndSoftwareExpense
Outside processing/service fees                 12,372chfc_OutsideProcessingAndServicingExpenses 11,134chfc_OutsideProcessingAndServicingExpenses 10,679chfc_OutsideProcessingAndServicingExpenses
FDIC insurance premiums                 4,307us-gaap_FederalDepositInsuranceCorporationPremiumExpense 4,362us-gaap_FederalDepositInsuranceCorporationPremiumExpense 4,320us-gaap_FederalDepositInsuranceCorporationPremiumExpense
Professional fees                 6,125us-gaap_ProfessionalFees 3,771us-gaap_ProfessionalFees 4,347us-gaap_ProfessionalFees
Postage and express mail                 3,557us-gaap_PostageExpense 3,051us-gaap_PostageExpense 3,149us-gaap_PostageExpense
Advertising and marketing                 3,449us-gaap_MarketingAndAdvertisingExpense 2,971us-gaap_MarketingAndAdvertisingExpense 3,106us-gaap_MarketingAndAdvertisingExpense
Donations                 1,155chfc_Donations 2,829chfc_Donations 1,892chfc_Donations
Training, travel and other employee expenses                 2,748chfc_TrainingTravelAndOtherEmployeeExpenses 2,512chfc_TrainingTravelAndOtherEmployeeExpenses 2,530chfc_TrainingTravelAndOtherEmployeeExpenses
Telephone                 1,966us-gaap_Communication 1,940us-gaap_Communication 1,693us-gaap_Communication
Intangible asset amortization                 2,029chfc_AmortizationOfIntangibleAssetsExcludingAmortizationOfMortgageServicingRights 1,909chfc_AmortizationOfIntangibleAssetsExcludingAmortizationOfMortgageServicingRights 1,569chfc_AmortizationOfIntangibleAssetsExcludingAmortizationOfMortgageServicingRights
Supplies                 1,897us-gaap_SuppliesExpense 1,670us-gaap_SuppliesExpense 1,567us-gaap_SuppliesExpense
Credit-related expenses                 996chfc_OtherRealEstateExpense 707chfc_OtherRealEstateExpense 3,816chfc_OtherRealEstateExpense
Other                 3,967chfc_NoninterestExpenseOther 4,005chfc_NoninterestExpenseOther 3,345chfc_NoninterestExpenseOther
Total Operating Expenses $ 52,616us-gaap_NoninterestExpense $ 42,702us-gaap_NoninterestExpense $ 42,425us-gaap_NoninterestExpense $ 42,182us-gaap_NoninterestExpense $ 42,405us-gaap_NoninterestExpense $ 39,545us-gaap_NoninterestExpense $ 41,041us-gaap_NoninterestExpense $ 41,957us-gaap_NoninterestExpense $ 179,925us-gaap_NoninterestExpense $ 164,948us-gaap_NoninterestExpense $ 151,921us-gaap_NoninterestExpense