The invention discloses a personalized image description method for reflecting the intention and style of a user. The personalized image description method comprises the following steps that a space relation graph containing three types of abstract nodes is constructed; a graph attention mechanism is used for obtaining the content and sequence expected to be described by a user, a control valve is added to adjust the flowing direction of a graph, and a graph semantic attention mechanism is combined with the correlation degree of contexts to enable statements to be smoother; dynamic access nodes are added, accessed nodes are recorded, nodes which are not accessed are added, and waste words are erased, so that the description is more diversified, and the description is not omitted or repeated; and a subtitle style factor based on the user portrait is added into the decoder, and a stylized statement meeting the user expectation is outputted. According to the method, different details in image description generation can be controlled, the description statement is more fit with the image and smoother, and the generated description has a specific style, so individuation and diversity of a generation result are realized.
Personalized image description method for reflecting intention and style of user