This invention discloses a channel quality-dynamically-aware
image segmentation gradient
compression system, comprising a state awareness module, a gradient map generation module, a segmentation module, a gradient compression module, and a post-
processing module. The state awareness module calculates the
available bit rate of the channel at the current moment. The gradient map generation module receives the original image, calculates the
gradient magnitude of each pixel, and generates a gradient map. The segmentation module generates an image segment set guided by the gradient map. The gradient compression module receives the image segment set and the original image, quantizes and encodes the measured values, and generates a compressed
bitstream. The post-
processing module outputs the reconstructed image. This invention, under channel-constrained conditions, prioritizes the transmission detail fidelity of key areas with limited bit resources, avoiding the problems of overall
image quality degradation and loss of key information, leading to missed detections and misjudgments, common in traditional methods.