Fig. 3

Basic Block Diagram of DSIA U-Net. Here, (1) Encoder (2) Multi-scale Images (3) Global Pixel (4) Global Segmented Water (5) Local Pixel (6) Local Segmented Water (7) Hidden layer (8) Clustering Layer (9) Pre-segmented Image (10) Down-sampling 11. Adaptive Attention 12. Decoder.