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, ensuring that pixels with similar properties are grouped together. Image segmentation has significant application value in areas such as medical image analysis, autonomous driving, and video surveillance, providing precise object boundaries and region information to support advanced visual understanding and decision-making processes.