The cloud flag algorithm, which uses the data of near infrared wavelengths, sometimes flags the turbid water region as clouds. A classification method of the cloud-free pixels over the turbid waters from the cloud-flagged data is proposed. SeaWiFS data around the western coast of India and other turbid water regions (La Plata River, East China Sea) are examined for our proposed algorithm.