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Significant Accounting Policies (Details) (USD $)
3 Months Ended
Mar. 31, 2015
Bank
Mar. 31, 2014
Dec. 31, 2014
Jun. 24, 2014
Sep. 18, 2013
Apr. 20, 2009
Jan. 31, 2008
Apr. 20, 2015
Business Acquisition [Line Items]                
Number of banks through which company operates 1chfc_NumberOfBanksThroughWhichCompanyOperates              
Number of regional banking units Chemical Bank operates through 4chfc_NumberOfRegionalBankingUnits              
Number of minimum days when principal or interest is past due is placed in nonaccrual category 90 days              
Number of minimum days in real estate residential loan when principal or interest is past due is placed in nonaccrual category 120 days              
Time period in which payments receive consistently and loans are returned to accrual status 6 months              
Time period sustained for payment history of principal and interest payments to move them to performing status 6 months              
Time period of real estate residential troubled debt restructurings reducing borrower's monthly payments by decreasing the interest rate charged on the loan 24 months              
Minimum number of days past due as to interest or principal payments in accruing loans moves to nonperforming loans 90 days              
Minimum amount of loan reviewed for detailed credit quality $ 250,000chfc_MinimumAmountOfLoanReviewedForDetailedCreditQuality              
Time period for historical loan loss experience 5 years              
Minimum percentage of tax benefit is recognized for the amount likely to be realized 50.00%chfc_MinimumPercentageOfTaxBenefitIsRecognizedForAmountLikelyToBeRealized              
Reserve for contingent income tax liabilities recorded 0chfc_ReserveForContingentIncomeTaxLiabilitiesRecorded 0chfc_ReserveForContingentIncomeTaxLiabilitiesRecorded 0chfc_ReserveForContingentIncomeTaxLiabilitiesRecorded          
Expense related to qualified affordable housing projects 100,000chfc_ExpenseRelatedtoQualifiedAffordableHousingProjects 100,000chfc_ExpenseRelatedtoQualifiedAffordableHousingProjects            
Remaining investment in qualified affordable housing projects 4,800,000chfc_Remaininginvestmentinqualifiedaffordablehousingprojects 3,200,000chfc_Remaininginvestmentinqualifiedaffordablehousingprojects 4,900,000chfc_Remaininginvestmentinqualifiedaffordablehousingprojects          
Number of shares authorized to be repurchased             500,000us-gaap_StockRepurchaseProgramNumberOfSharesAuthorizedToBeRepurchased  
Stock repurchased (shares) 0us-gaap_StockRepurchasedDuringPeriodShares              
Number of remaining shares authorized to be repurchased (shares) 500,000us-gaap_StockRepurchaseProgramRemainingNumberOfSharesAuthorizedToBeRepurchased              
Common Stock, Shares, Issued 32,847,063us-gaap_CommonStockSharesIssued 29,865,841us-gaap_CommonStockSharesIssued 32,774,420us-gaap_CommonStockSharesIssued 2,500,000us-gaap_CommonStockSharesIssued 2,213,750us-gaap_CommonStockSharesIssued      
CommonStockIssuedOverAllotment       375,000chfc_CommonStockIssuedOverAllotment 288,750chfc_CommonStockIssuedOverAllotment      
Gross Value of Common Stock sold in public stock offering       80,500,000chfc_GrossValueofCommonStocksoldinpublicstockoffering        
Shares Issued, Price Per Share       $ 28.00us-gaap_SharesIssuedPricePerShare $ 26.00us-gaap_SharesIssuedPricePerShare      
Issuance of common stock, net of issuance costs       $ 76,200,000chfc_CommonStockValueIssuedFromPublicOffering $ 53,900,000chfc_CommonStockValueIssuedFromPublicOffering      
Preferred stock, shares authorized 200,000us-gaap_PreferredStockSharesAuthorized 200,000us-gaap_PreferredStockSharesAuthorized 200,000us-gaap_PreferredStockSharesAuthorized     200,000us-gaap_PreferredStockSharesAuthorized    
Preferred stock, shares issued 0us-gaap_PreferredStockSharesIssued 0us-gaap_PreferredStockSharesIssued 0us-gaap_PreferredStockSharesIssued          
Preferred stock, shares outstanding 0us-gaap_PreferredStockSharesOutstanding              
Common Stock, Shares Authorized 45,000,000us-gaap_CommonStockSharesAuthorized 45,000,000us-gaap_CommonStockSharesAuthorized 45,000,000us-gaap_CommonStockSharesAuthorized          
Northwestern Bancorp [Member]                
Business Acquisition [Line Items]                
Number of pools of aggregate acquired loans based upon common risk characteristics 4chfc_NumberOfPoolsOfAggregateAcquiredLoansBasedUponCommonRiskCharacteristics
/ dei_LegalEntityAxis
= chfc_NorthwesternBancorpMember
             
OAK [Member]                
Business Acquisition [Line Items]                
Number of pools of aggregate acquired loans based upon common risk characteristics 14chfc_NumberOfPoolsOfAggregateAcquiredLoansBasedUponCommonRiskCharacteristics
/ dei_LegalEntityAxis
= chfc_OakMember
             
Shareholder Approved Proposal [Member]                
Business Acquisition [Line Items]                
Preferred stock, shares authorized               2,000,000us-gaap_PreferredStockSharesAuthorized
/ us-gaap_SubsequentEventTypeAxis
= chfc_ShareholderApprovedProposalMember
Common Stock, Shares Authorized               60,000,000us-gaap_CommonStockSharesAuthorized
/ us-gaap_SubsequentEventTypeAxis
= chfc_ShareholderApprovedProposalMember