Traditional Image Segmentation: Limitations and Challenges Before Deep Learning

Before the advent of deep learning, the prevailing image segmentation methods were predominantly traditional approaches. These methods often necessitated manual intervention or prior knowledge. While they were not computationally complex, they faced limitations in enhancing segmentation performance for challenging segmentation tasks.