Abstract: In recent years, there has been a growing demand for remote sensing image semantic segmentation ... the encoders and decoders. Furthermore, we proposes a context-aware modulation fusion ...

FFTNetViT Encoder: A Vision Transformer ... both spatial and frequency domain features. UNet-style Decoder: A decoder with skip connections that progressively upsamples the feature maps to produce the ...

Abstract: This study proposes a new detection method Kans-Unet, which combines Kans and U-net architecture ... Secondly, in the transition region between encoder and decoder, the Feature Pyramid ...

The unet model is scripted with pytorch framework ... for the encoder/down sampling section of the U-Net SegNet is a deep encoder-decoder architecture for multi-class pixelwise segmentation researched ...

This MR 3D Unet was a symmetric encoder–decoder architecture that typically consists of ... the encoder to the decoder by two 3 × 3 × 3 convolutions, and the final segmentation result is output by a 1 ...

The BCH encoder/decoder provides error correction code (ECC) capabilities for applications such as data storage and transmission. BCH is optimal for applications ...