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Intangible Assets (Net Carrying Value) (Details) (USD $)
In Thousands, unless otherwise specified
Mar. 31, 2015
Dec. 31, 2014
Mar. 31, 2014
Dec. 31, 2013
Net carrying value of intangible assets        
Goodwill $ 180,128us-gaap_Goodwill $ 180,128us-gaap_Goodwill $ 120,164us-gaap_Goodwill  
Other intangible assets:        
Total other intangible assets 31,655us-gaap_FiniteLivedIntangibleAssetsNet 33,080us-gaap_FiniteLivedIntangibleAssetsNet 12,872us-gaap_FiniteLivedIntangibleAssetsNet  
Core deposit intangible assets [Member]        
Other intangible assets:        
Total other intangible assets 20,072us-gaap_FiniteLivedIntangibleAssetsNet
/ us-gaap_FiniteLivedIntangibleAssetsByMajorClassAxis
= us-gaap_CoreDepositsMember
20,863us-gaap_FiniteLivedIntangibleAssetsNet
/ us-gaap_FiniteLivedIntangibleAssetsByMajorClassAxis
= us-gaap_CoreDepositsMember
9,556us-gaap_FiniteLivedIntangibleAssetsNet
/ us-gaap_FiniteLivedIntangibleAssetsByMajorClassAxis
= us-gaap_CoreDepositsMember
 
Mortgage servicing rights [Member]        
Other intangible assets:        
Total other intangible assets $ 11,583us-gaap_FiniteLivedIntangibleAssetsNet
/ us-gaap_FiniteLivedIntangibleAssetsByMajorClassAxis
= chfc_MortgageServicingRightsMember
$ 12,217us-gaap_FiniteLivedIntangibleAssetsNet
/ us-gaap_FiniteLivedIntangibleAssetsByMajorClassAxis
= chfc_MortgageServicingRightsMember
$ 3,316us-gaap_FiniteLivedIntangibleAssetsNet
/ us-gaap_FiniteLivedIntangibleAssetsByMajorClassAxis
= chfc_MortgageServicingRightsMember
$ 3,423us-gaap_FiniteLivedIntangibleAssetsNet
/ us-gaap_FiniteLivedIntangibleAssetsByMajorClassAxis
= chfc_MortgageServicingRightsMember