Method and system for scene parsing and storage medium

A system for scene parsing, comprising:

• a memory storing processor-executable instructions;
• and
• a processor arranged to execute the stored processor-executable instructions to perform steps of:
• performing a convolution operation on a to-be-parsed image to obtain a first feature map, the first feature map comprising features of at least one pixel in the image;
• performing a pooling operation on the first feature map to obtain at least one second feature map, a size of the second feature map being less than that of the first feature map;
• and
• performing scene parsing on the image according to the first feature map and the at least one second feature map to obtain a scene parsing result of the image, the scene parsing result comprising a category of the at least one pixel in the image.

A non-transitory computer-readable storage medium having stored thereon computer-readable instructions that, when executed by a processor, cause the processor to execute a method for scene parsing, the method comprising:

• performing a convolution operation on a to-be-parsed image by using a deep neural network to obtain a first feature map, the first feature map comprising features of at least one pixel in the image;
• performing a pooling operation on the first feature map to obtain at least one second feature map, a size of the second feature map being less than that of the first feature map;
• and
• performing scene parsing on the image according to the first feature map and the at least one second feature map to obtain a scene parsing result of the image, the scene parsing result comprising a category of the at least one pixel in the image.