This study aims at clarifying the relationships between the eye fixation behaviors and psychological evaluation for an image when the subjects look at the color slide of a river landscape. This paper describes the image features that are derived from textural analysis and edge detection analysis based on gray-tone spatial dependencies as a factor of attractiveness. The authors examined these image features comparing with the eye fixation behaviors and psychological evaluation for 12 slides of domestic and foreign river landscapes. These results indicate the relationships among the image features, eye movement and psychological evaluation.