Here are the codes for the "WetMapFormer: A unified deep CNN and vision transformer for complex wetland mapping" paper.
☆22May 19, 2023Updated 2 years ago
Alternatives and similar repositories for WetMapFormer
Users that are interested in WetMapFormer are comparing it to the libraries listed below
Sorting:
- HyperBCS: Biscale Convolutional Self-Attention Network for Hyperspectral Coastal Wetlands Classification☆12May 9, 2025Updated 9 months ago
- This Keras code is for the paper A. Jamali, Ali and Roy, Swalpa Kumar and Hong, Danfeng and Atkinson, Peter M and Ghamisi, Pedram, "[Spat…☆11Jan 22, 2024Updated 2 years ago
- Keras implementation of Morphological Convolutional Neural Networks for Hyperspectral Image Classification☆10Nov 25, 2021Updated 4 years ago
- ☆13Mar 28, 2025Updated 11 months ago
- Here are the codes for the "TransU-Net++: Rethinking attention gated TransU-Net for deforestation mapping" paper.☆27Jul 10, 2023Updated 2 years ago
- Delineates optically shallow and deep waters in Sentinel-2 imagery☆15Jul 4, 2025Updated 7 months ago
- This Keras code is for the paper A. Jamali, S. K. Roy, J. Li and P. Ghamisi, "[Neighborhood Attention Makes the Encoder of ResUNet Strong…☆17Jan 16, 2024Updated 2 years ago
- Open vocabulary interactions with remote sensing images.☆25Oct 20, 2025Updated 4 months ago
- Here are the codes for the "Swin Transformer and Deep Convolutional Neural Networks for Coastal Wetland Classification using Sentinel-1, …☆16Aug 29, 2022Updated 3 years ago
- This code is for the paper "Local Window Attention Transformer for Polarimetric SAR Image Classification" that is published in the IEEE G…☆57Feb 11, 2024Updated 2 years ago
- A DEMO for "Multistage Relation Network With Dual-Metric for Few-Shot Hyperspectral Image Classification" (Zeng et al., TGRS, 2023)☆18Apr 18, 2024Updated last year
- HSIMAE: A Unified Masked Autoencoder with large-scale pretraining for Hyperspectral Image Classification☆22Aug 2, 2024Updated last year
- This is a code demo for the paper "Few-shot Hyperspectral Image Classification with Self-supervised Learning"☆23Oct 1, 2023Updated 2 years ago
- CloudSeg: A Multi-Modal Learning Framework for Robust Land Cover Mapping under Cloudy Conditions☆21Jul 4, 2024Updated last year
- AIRS-2025赛道二：「星际矿脉」火星矿物高光谱分类挑战赛☆12May 7, 2025Updated 9 months ago
- LFSMIM: A Low-Frequency Spectral Masked Image Modeling Method for Hyperspectral Image Classification☆12Mar 7, 2024Updated last year
- Pytorch toolbox for large-scale hyperspectral image classification using WHU-OHS dataset☆40Nov 17, 2025Updated 3 months ago
- Deep learning framework; image classification; Nature Food publication☆11Mar 28, 2024Updated last year
- The source code and pre-trained models of PhDnet☆11Sep 27, 2024Updated last year
- Local Semantic Feature Aggregation-Based Transformer for Hyperspectral Image Classification☆10Sep 15, 2023Updated 2 years ago
- This is a code demo for the paper "_Masked Self-Distillation Domain Adaptation for Hyperspectral Image Classification_" in IEEE TGRS 2024…☆11Aug 30, 2024Updated last year
- ☆41Nov 27, 2025Updated 3 months ago
- ☆45Mar 20, 2023Updated 2 years ago
- Spectral-Spatial MLP Network with Reciprocal Points learning for Open-Set Hyperspectral Image Classification☆16Jul 9, 2023Updated 2 years ago
- EMVCC:Enhanced Multi-View Contrastive Clustering for Hyperspectral Images☆10Nov 19, 2024Updated last year
- Dataset☆22Nov 22, 2024Updated last year
- This code is for the paper "e-TransUNet: TransUNet provides a strong spatial transformation for precise deforestation mapping" that is pu…☆14May 28, 2024Updated last year
- The repository contains the implementation of the paper "SwinMSP: A Shifted Windows Masked Spectral Pretraining Model for Hyperspectral I…☆12Aug 7, 2024Updated last year
- This is code for “Upper Bounding Barlow Twins: A Novel Filter for Multi-relational Clustering” AAAI-24.☆12May 17, 2024Updated last year
- A keras based implementation of S3EResBoF in IEEE TGRS paper "Lightweight Spectral-Spatial Squeeze-and-Excitation Residual Bag-of-Feature…☆22Nov 30, 2020Updated 5 years ago
- ☆34Apr 2, 2024Updated last year
- t-Distributed Stochastic Neighbor Embedding applyed on the hyperspectral dataset and the generated feature maps.☆11Jun 2, 2022Updated 3 years ago
- Compare Spectrograms of Hyperspectral and Multispectral Satellite Missions☆17Jun 1, 2020Updated 5 years ago
- CTF-SSCL: CNN-Transformer for Few-shot Hyperspectral Image Classification Assisted by Semisupervised Contrastive Learning, TGRS, 2024☆22Sep 13, 2025Updated 5 months ago
- This is the reserch code of the IEEE TIP paper “Rotation-Invariant Attention Network for Hyperspectral Image Classification”.☆12Nov 22, 2022Updated 3 years ago
- S2EFT: Spectral-Spatial-Elevation Fusion Transformer for hyperspectral image and LiDAR classification☆13Mar 1, 2024Updated 2 years ago
- Danfeng Hong, Lianru Gao, Renlong Hang, Bing Zhang, Jocelyn Chanussot. Deep Encoder-Decoder Networks for Classification of Hyperspectral …☆54Jul 11, 2021Updated 4 years ago
- MSResNet: Multi-Scale Residual Network via Self-Supervised Learning for Water-Body Detection in Remote Sensing Imagery☆25Jul 10, 2022Updated 3 years ago
- Official code repository for the publication "SSG2: A New Modelling Paradigm for Semantic Segmentation"☆30Jul 5, 2024Updated last year