基于深度学习的结直肠息肉内镜图像分割和分类方法比较

陈健, 王珍妮, 夏开建, 王甘红, 刘罗杰, 徐晓丹

Comparative study on methods for colon polyp endoscopic image segmentation and classification based on deep learning

CHEN Jian, WANG Zhenni, XIA Kaijian, WANG Ganhong, LIU Luojie, XU Xiaodan

图4 4种分割模型在测试集上的性能指标随训练进程的变化 Note： A. Fast-SCNN model. B. DeepLabV3plus model. C. Segformer model. D. KNet model.

Fig 4 Changes in performance metrics for four segmentation models in the test set throughout the training process