Edge enhancement saliency target detection network and algorithm

The invention discloses an edge enhancement saliency target detection network, relates to the technical field of saliency target detection, and further discloses an edge enhancement saliency target detection algorithm, which comprises a Backbone network module, a progressive feature fusion module, a kernel change edge detection module and a pixel-by-pixel addition output operation module, the Backbone network module obtains coarse-grained saliency features, the progressive feature fusion module fuses the coarse-grained saliency features, the kernel change edge detection module captures structured detail features from the coarse-grained saliency features, the pixel-by-pixel addition output operation module adds and fuses the fused features and the structured features pixel by pixel to obtain a saliency map, and the kernel change edge detection module outputs the saliency map. According to the method, structured detail information such as the edge of the saliency map can be supplemented, accurate capturing of a