Image Segmentation

Image segmentation is a task in the field of computer vision that aims to divide an image into multiple non-overlapping regions, each corresponding to different objects or parts of objects. Its core objective is to assign a unique label or category to each pixel in the image, clustering pixels with similar properties. Image segmentation has significant application value in medical image analysis, autonomous driving, video surveillance, and other fields, as it can provide precise object boundaries and structural information, supporting subsequent advanced visual processing and decision-making.