MEGANet: Multi-Scale Edge-Guided Attention Network for Weak Boundary Polyp Segmentation

2 code implementations • 6 Sep 2023 • Nhat-Tan Bui, Dinh-Hieu Hoang, Quang-Thuc Nguyen, Minh-Triet Tran, Ngan Le

MEGANet is designed as an end-to-end framework, encompassing three key modules: an encoder, which is responsible for capturing and abstracting the features from the input image, a decoder, which focuses on salient features, and the Edge-Guided Attention module (EGA) that employs the Laplacian Operator to accentuate polyp boundaries.

Decoder Edge Detection +1