In this study, we attempt to explore cross-media retrieval between music and image data based on the emotional correlation. Emotion feature analytic could be the bridge of cross-media retrieval, since emotion represents the user's perspective and effectively meets the user's retrieval need. Currently, there is little research about the emotion correlation of different multimedia data (e.g. imag...