Railway Track Surface Defect Segmentation: A Key Step in Image Analysis

Image segmentation is a crucial step in image analysis and processing, where the objective is to partition an image into distinct regions based on specific characteristics or computational properties. This process plays a vital role in various applications, including the extraction and segmentation of defective areas on railway track surfaces. Accurate identification and separation of these areas are essential for subsequent defect detection.