This paper proposes an approach based on a state-space model for learning the user concepts in image retrieval. We first design a scheme of region-based image representation based on concept units. which are integrated with different types of feature spaces and with different region scales of image segmentation. The design of the concept units aims at describing similar characteristic... https://www.incredibleindiatourtravels.com/