Image processing method and apparatus, and storage medium

An image processing apparatus, comprising:

• a memory operable to store computer-readable instructions;
• and
• a processor operable to read the computer-readable instructions, the processor when executing the computer-readable instructions is configured to:
• obtain an input image and extract region features of image regions in the input image to obtain a first image feature;
• process pixels in the first image feature according to a predetermined rule and determine a second image feature according to the processed pixels;
• determine, based on the second image feature and at least one word vector that is determined for the input image, word vectors corresponding to the region features of the image regions in the first image feature at different moments;
• and
• predict positions of the word vectors in a text description and form the text description corresponding to the input image according to the word vectors and the positions.

A non-transitory computer-readable storage medium, having processor executable instructions stored thereon for causing a processor to:

• obtain an input image and extract region features of image regions in the input image to obtain a first image feature;
• process pixels in the first image feature according to a predetermined rule and determine a second image feature according to the processed pixels;
• determine, based on the second image feature and at least one word vector that is determined for the input image, word vectors corresponding to the region features of the image regions in the first image feature at different moments;
• and
• predict positions of the word vectors in a text description and form the text description corresponding to the input image according to the word vectors and the positions.