Abstract: Embodiments of the present disclosure disclose a system for processing an image. The system comprises at least one storage device including a set of instructions; and at least one processor configured to communicate with the at least one storage device, wherein when executing the set of instructions, the at least one processor is configured to direct the system to perform operations including: obtaining an image; obtaining a first image feature by performing a feature extraction operation on the image; obtaining a down-sampled image by down-sampling the image; obtaining a second image feature by performing a feature extraction operation on the down-sampled image; obtaining, based on the first image feature and the second image feature, a target feature; and performing a segmentation operation on the image based on the target feature.