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Federal Income Taxes (Deferred Tax Assets and Liabilities) (Details) (USD $)
In Thousands, unless otherwise specified
Dec. 31, 2014
Dec. 31, 2013
Deferred Tax Assets, Gross [Abstract]    
Allowance for loan losses $ 26,489us-gaap_DeferredTaxAssetsTaxDeferredExpenseReservesAndAccrualsProvisionForLoanLosses $ 27,675us-gaap_DeferredTaxAssetsTaxDeferredExpenseReservesAndAccrualsProvisionForLoanLosses
Acquisition-related fair value adjustments 19,457chfc_DeferredTaxAssetsAcquisitionRelatedFairValueAdjustments 8,699chfc_DeferredTaxAssetsAcquisitionRelatedFairValueAdjustments
Accrued expenses not currently deductible 7,819us-gaap_DeferredTaxAssetsTaxDeferredExpenseReservesAndAccrualsAccruedLiabilities 6,288us-gaap_DeferredTaxAssetsTaxDeferredExpenseReservesAndAccrualsAccruedLiabilities
Nonaccrual loan interest 4,682chfc_DeferredTaxAssetsNonaccrualLoanInterest 2,884chfc_DeferredTaxAssetsNonaccrualLoanInterest
Other 12,729us-gaap_DeferredTaxAssetsOther 8,779us-gaap_DeferredTaxAssetsOther
Total deferred tax assets 71,176us-gaap_DeferredTaxAssetsGross 54,325us-gaap_DeferredTaxAssetsGross
Deferred Tax Liabilities, Gross [Abstract]    
Defined benefit pension plan 565us-gaap_DeferredTaxAssetsTaxDeferredExpenseCompensationAndBenefitsPensions 8,020us-gaap_DeferredTaxAssetsTaxDeferredExpenseCompensationAndBenefitsPensions
Goodwill 5,205us-gaap_DeferredTaxLiabilitiesGoodwillAndIntangibleAssetsGoodwill 4,680us-gaap_DeferredTaxLiabilitiesGoodwillAndIntangibleAssetsGoodwill
Mortgage servicing rights 4,276us-gaap_DeferredTaxLiabilitiesMortgageServicingRights 1,197us-gaap_DeferredTaxLiabilitiesMortgageServicingRights
Core deposit intangible assets 5,072us-gaap_DeferredTaxLiabilitiesGoodwillAndIntangibleAssetsIntangibleAssets 932us-gaap_DeferredTaxLiabilitiesGoodwillAndIntangibleAssetsIntangibleAssets
Other 3,319us-gaap_DeferredTaxLiabilitiesOther 4,011us-gaap_DeferredTaxLiabilitiesOther
Total deferred tax liabilities 18,437us-gaap_DeferredIncomeTaxLiabilities 18,840us-gaap_DeferredIncomeTaxLiabilities
Net deferred tax assets $ 52,739us-gaap_DeferredTaxAssetsLiabilitiesNet $ 35,485us-gaap_DeferredTaxAssetsLiabilitiesNet