Image reconstruction method and device, electronic device, and storage medium

An image reconstruction device, comprising:

• a memory storing processor-executable instructions;
• and
• a processor configured to execute the processor-executable instructions to perform operations of:
• acquiring an image feature corresponding to a first image in video data and an image feature corresponding to each second image adjacent to the first image;
• performing feature optimization processing on the image feature of the first image and the image feature of the second image to obtain a first optimized feature corresponding to the first image and a second optimized feature corresponding to the second image respectively;
• performing feature fusion processing on the first optimized feature and the second optimized feature according to an adjacency matrix between the first optimized feature and the second optimized feature to obtain a fused feature;
• and
• performing image reconstruction processing on the first image using the fused feature to obtain a reconstructed image corresponding to the first image.

A non-transitory computer-readable storage medium having stored thereon computer-executable instructions that, when executed by a processor, cause the processor to perform operations of:

• acquiring an image feature corresponding to a first image in video data and an image feature corresponding to each second image adjacent to the first image;
• performing feature optimization processing on the image feature of the first image and the image feature of the second image to obtain a first optimized feature corresponding to the first image and a second optimized feature corresponding to the second image respectively;
• performing feature fusion processing on the first optimized feature and the second optimized feature according to an adjacency matrix between the first optimized feature and the second optimized feature to obtain a fused feature;
• and
• performing image reconstruction processing on the first image using the fused feature to obtain a reconstructed image corresponding to the first image.