aj1365 / ResUNetFormer
This Keras code is for the paper A. Jamali, S. K. Roy, J. Li and P. Ghamisi, "[Neighborhood Attention Makes the Encoder of ResUNet Stronger for Accurate Road Extraction]," in IEEE Geoscience and Remote Sensing Letters, doi: 10.1109/LGRS.2024.3354560 [https://ieeexplore.ieee.org/document/10400502].
☆15Updated last year
Alternatives and similar repositories for ResUNetFormer:
Users that are interested in ResUNetFormer are comparing it to the libraries listed below
- Unsupervised Change Detection https://doi.org/10.1016/j.jag.2023.103635☆13Updated last year
- SegEval is a Python library that provides tools for evaluating semantic segmentation models☆12Updated last year
- A python tool to perform deep learning experiments on multimodal remote sensing data.☆11Updated 3 years ago
- Here are the codes for the "WetMapFormer: A unified deep CNN and vision transformer for complex wetland mapping" paper.☆21Updated last year
- Official PyTorch implementation of Deep Metric Learning for Unsupervised Change Detection in Remote Sensing Images☆18Updated 3 months ago
- ☆9Updated 2 years ago
- Here are the codes for the "3DUNetGSFormer: A deep learning pipeline for complex wetland mapping using generative adversarial networks an…☆10Updated 2 years ago
- Deep feature enhancement method for land cover with irregular and sparse spatial distribution features: a case study on open-pit mining☆14Updated 2 years ago
- This repository contains code for experiments using the winning mode for xView2 "xView2: Assess Building Damage" challenge and a simple …☆24Updated last year
- MSResNet: Multi-Scale Residual Network via Self-Supervised Learning for Water-Body Detection in Remote Sensing Imagery☆23Updated 2 years ago
- Cross-dataset Learning for Generalizable Land Use Classification (PyTorch)☆10Updated 2 years ago
- ☆32Updated 4 years ago
- The semantic segmentation of remote sensing images☆14Updated 2 years ago
- fine-grained urban green space (UGS) maps of 31 major cities in China☆24Updated last year
- ☆26Updated last year
- ☆19Updated 4 months ago
- 2020 Gaofen Challenge data, baselines, and metrics☆10Updated 3 years ago
- Supervised, Semi-supervised and Unsupervised Domain Adaptation and Transfer Learning☆14Updated 2 years ago
- We build a challenging cloud detection dataset called AIR-CD, with higher spatial resolution and more representative landcover types.☆14Updated 4 years ago
- ☆12Updated 4 years ago
- UGRoadUpd: An unchanged-guided road updating framework based on remotely sensed imagery☆10Updated 2 years ago
- using deep semantic segmentation networks for global multi-temporal cropland mapping from remote sensing big data☆12Updated 4 years ago
- The source code of DARNet with Pytorch implementation; Remote sensing change detection☆16Updated 2 years ago
- Repository for the paper "Deep Learning for Rapid Landslide Detection using Synthetic Aperture Radar (SAR) Datacubes"☆36Updated 9 months ago
- ☆9Updated 2 months ago
- Towards Accurate and Reliable Change Detection of Remote Sensing Images via Knowledge Review and Online Uncertainty Estimation (Under Rev…☆14Updated last year
- The network is to identify the outline of water-bodies accurately from very high resolution (VHR) remote sensing imagery, particularly fo…☆26Updated 2 years ago
- Remote sensing elevation (3D) change detection with deep learning☆30Updated 2 years ago