Huawei Technologies Co., Limited

Tong He

Youliang Yan

Jianzhuang Liu

Songcen Xu

Xiaofei Wu

Chunhua Shen

Yiren Zhou

Zhi Tian

This application discloses an image segmentation method in the field of artificial intelligence. The method includes: obtaining an input image and a processing requirement; performing multi-layer feature extraction on the input image to obtain a plurality of feature maps; downsampling the plurality of feature maps to obtain a plurality of feature maps with a reference resolution, where the reference resolution is less than a resolution of the input image; fusing the plurality of feature maps with the reference resolution to obtain at least one feature map group; upsampling the feature map group by using a transformation matrix W, to obtain a target feature map group; and performing target processing on the target feature map group based on the processing requirement to obtain a target image.

Image segmentation method and image processing apparatus

Growing community of inventors

Adelaide, Australia

Tong He