The use of image processing technique has been used in agricultural sector particularly rice farming. Different types of image processing techniques-Morphological Operation, Shape and Size Estimation and Statistical Feature Extraction, were employed to analyze defects on rice kernel regarding Rice Signature, Purity and Damaged kernels. Differentiate of image processing between the dead and damage rice kernels has been derived by using color image processing. These techniques provide favourable outcome in identifying defective rice