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Acquisitions Activity for Acquired Loans (Details) (USD $)
In Thousands, unless otherwise specified
12 Months Ended
Dec. 31, 2014
Dec. 31, 2013
Activity for accretable yield includes contractually due interest of acquired loans    
Balance at beginning of year $ 32,610us-gaap_CertainLoansAcquiredInTransferNotAccountedForAsDebtSecuritiesAccretableYield $ 49,390us-gaap_CertainLoansAcquiredInTransferNotAccountedForAsDebtSecuritiesAccretableYield
Accretable yield added during the year from acquisitions 110,003us-gaap_CertainLoansAcquiredInTransferNotAccountedForAsDebtSecuritiesAccretableYieldDisposalsOfLoans 0us-gaap_CertainLoansAcquiredInTransferNotAccountedForAsDebtSecuritiesAccretableYieldDisposalsOfLoans
Accretable Yield Additions, Net of Reductions 3,806chfc_AccretableYieldAdditionsNetofReductions [1] (29)chfc_AccretableYieldAdditionsNetofReductions [1]
Accretion recognized into interest income (18,458)us-gaap_CertainLoansAcquiredInTransferNotAccountedForAsDebtSecuritiesAccretableYieldAccretion (16,876)us-gaap_CertainLoansAcquiredInTransferNotAccountedForAsDebtSecuritiesAccretableYieldAccretion
Reclassification from nonaccretable difference 10,000us-gaap_CertainLoansAcquiredInTransferNotAccountedForAsDebtSecuritiesAccretableYieldReclassificationsToNonaccretableDifference 125us-gaap_CertainLoansAcquiredInTransferNotAccountedForAsDebtSecuritiesAccretableYieldReclassificationsToNonaccretableDifference
Balance at end of year 137,961us-gaap_CertainLoansAcquiredInTransferNotAccountedForAsDebtSecuritiesAccretableYield 32,610us-gaap_CertainLoansAcquiredInTransferNotAccountedForAsDebtSecuritiesAccretableYield
Northwestern Bancorp [Member]    
Activity for accretable yield includes contractually due interest of acquired loans    
Balance at beginning of year 0us-gaap_CertainLoansAcquiredInTransferNotAccountedForAsDebtSecuritiesAccretableYield
/ us-gaap_BusinessAcquisitionAxis
= chfc_NorthwesternBancorpMember
 
Accretable yield added during the year from acquisitions 110,003us-gaap_CertainLoansAcquiredInTransferNotAccountedForAsDebtSecuritiesAccretableYieldDisposalsOfLoans
/ us-gaap_BusinessAcquisitionAxis
= chfc_NorthwesternBancorpMember
 
Accretable Yield Additions, Net of Reductions (1,605)chfc_AccretableYieldAdditionsNetofReductions
/ us-gaap_BusinessAcquisitionAxis
= chfc_NorthwesternBancorpMember
[1]  
Accretion recognized into interest income (3,723)us-gaap_CertainLoansAcquiredInTransferNotAccountedForAsDebtSecuritiesAccretableYieldAccretion
/ us-gaap_BusinessAcquisitionAxis
= chfc_NorthwesternBancorpMember
 
Reclassification from nonaccretable difference 0us-gaap_CertainLoansAcquiredInTransferNotAccountedForAsDebtSecuritiesAccretableYieldReclassificationsToNonaccretableDifference
/ us-gaap_BusinessAcquisitionAxis
= chfc_NorthwesternBancorpMember
 
Balance at end of year 104,675us-gaap_CertainLoansAcquiredInTransferNotAccountedForAsDebtSecuritiesAccretableYield
/ us-gaap_BusinessAcquisitionAxis
= chfc_NorthwesternBancorpMember
 
OAK [Member]    
Activity for accretable yield includes contractually due interest of acquired loans    
Balance at beginning of year 32,610us-gaap_CertainLoansAcquiredInTransferNotAccountedForAsDebtSecuritiesAccretableYield
/ us-gaap_BusinessAcquisitionAxis
= chfc_OakMember
49,390us-gaap_CertainLoansAcquiredInTransferNotAccountedForAsDebtSecuritiesAccretableYield
/ us-gaap_BusinessAcquisitionAxis
= chfc_OakMember
Accretable yield added during the year from acquisitions 0us-gaap_CertainLoansAcquiredInTransferNotAccountedForAsDebtSecuritiesAccretableYieldDisposalsOfLoans
/ us-gaap_BusinessAcquisitionAxis
= chfc_OakMember
0us-gaap_CertainLoansAcquiredInTransferNotAccountedForAsDebtSecuritiesAccretableYieldDisposalsOfLoans
/ us-gaap_BusinessAcquisitionAxis
= chfc_OakMember
Accretable Yield Additions, Net of Reductions 5,411chfc_AccretableYieldAdditionsNetofReductions
/ us-gaap_BusinessAcquisitionAxis
= chfc_OakMember
[1] (29)chfc_AccretableYieldAdditionsNetofReductions
/ us-gaap_BusinessAcquisitionAxis
= chfc_OakMember
[1]
Accretion recognized into interest income (14,735)us-gaap_CertainLoansAcquiredInTransferNotAccountedForAsDebtSecuritiesAccretableYieldAccretion
/ us-gaap_BusinessAcquisitionAxis
= chfc_OakMember
(16,876)us-gaap_CertainLoansAcquiredInTransferNotAccountedForAsDebtSecuritiesAccretableYieldAccretion
/ us-gaap_BusinessAcquisitionAxis
= chfc_OakMember
Reclassification from nonaccretable difference 10,000us-gaap_CertainLoansAcquiredInTransferNotAccountedForAsDebtSecuritiesAccretableYieldReclassificationsToNonaccretableDifference
/ us-gaap_BusinessAcquisitionAxis
= chfc_OakMember
125us-gaap_CertainLoansAcquiredInTransferNotAccountedForAsDebtSecuritiesAccretableYieldReclassificationsToNonaccretableDifference
/ us-gaap_BusinessAcquisitionAxis
= chfc_OakMember
Balance at end of year $ 33,286us-gaap_CertainLoansAcquiredInTransferNotAccountedForAsDebtSecuritiesAccretableYield
/ us-gaap_BusinessAcquisitionAxis
= chfc_OakMember
$ 32,610us-gaap_CertainLoansAcquiredInTransferNotAccountedForAsDebtSecuritiesAccretableYield
/ us-gaap_BusinessAcquisitionAxis
= chfc_OakMember
[1] Represents additions in estimated contractual interest expected to be collected from acquired loans being renewed or extended, less reductions in contractual interest resulting from the early payoff of acquired loans.