Annotation-Efficient Polyp Segmentation via Active Learning

Duojun Huang, Xinyu Xiong, De-Jun Fan +3

Deep learning-based techniques have proven effective in polyp segmentation tasks when provided with sufficient pixel-wise labeled data. However, the high cost of manual annotation…