The Enforcement Directorate (ED) has registered a criminal case of money laundering against former ICICI Bank CEO Chanda Kochhar, her husband Deepak Kochhar, Videocon Group promoter Venugopal Dhoot and others to probe alleged irregularities and corrupt practices in sanctioning of Rs 1,875-crore loan by the bank to the corporate group, officials said Saturday.