NETWORK ARCHITECTURE FOR AUTOMATICALLY PROCESSING IMAGES, PROGRAM CARRIER, AND WORKSTATION

摘要

Disclosed is a network architecture (1) for automatically processing images, the architecture comprising: an input module (11) for inputting an image to be processed; an encoding path (12), which is configured to use a dual-path network to perform feature extraction on an inputted image; a decoding path (14), which is configured to establish a connection with the encoding path (12); a central module (13), which is configured as transition from the encoding path (12) to the decoding path (14) so as to refine high-dimensional image features; and an output module (15), which is configured to output an image processing result from the decoding path (14). The decoding path (14) is configured to use a decoding path of a Unet architecture to decode a corresponding encoding result of the encoding path (12) as well as the image feature extraction result of the central module (13). Also disclosed are a corresponding method, a corresponding program carrier, and a corresponding workstation. According to the present invention, better image segmentation and classification can be performed.