Hyperspectral image classification network using a combination of cnn feature extraction and a small Swin transformer.
☆14Jul 20, 2023Updated 3 years ago
Alternatives and similar repositories for CNN-Swin
Users that are interested in CNN-Swin are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Swin transformer for HSI☆14Jul 26, 2023Updated 3 years ago
- This is a code demo for the paper "_Masked Self-Distillation Domain Adaptation for Hyperspectral Image Classification_" in IEEE TGRS 2024…☆15Aug 30, 2024Updated 2 years ago
- MCTGCL: Mixed CNN-Transformer for Mars Hyperspectral Image Classification With Graph Contrastive Learning, TGRS, 2025☆30Feb 26, 2025Updated last year
- S2EFT: Spectral-Spatial-Elevation Fusion Transformer for hyperspectral image and LiDAR classification☆16Mar 1, 2024Updated 2 years ago
- A slim implementation of Self-Pooling Transformer for hyperspectral image classification.☆20Jun 20, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- This is an implementation of TRGS paper:Spectral–Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Fra…☆13Jun 18, 2022Updated 4 years ago
- 刘启超, 肖亮, 刘芳, 徐金环. SSCDenseNet:一种空-谱卷积稠密网络的高光谱图像分类算法[J]. 电子学报, 2020, 48(4): 751-762. LIU Qi-chao, XIAO Liang, LIU Fang, XU Jin-huan. SSCDe…☆14May 18, 2020Updated 6 years ago
- A demo for the hierarchical residual network with attention mechanism for hyperspectral image classification☆13Jan 14, 2021Updated 5 years ago
- This is the code of the paper CS2DT: Cross Spatial–Spectral Dense Transformer for Hyperspectral Image (HSI) Classification.☆11Oct 11, 2023Updated 3 years ago
- Demo codes for papers "Channel-Layer-Oriented Lightweight Spectral-Spatial Network for Hyperspectral Image Classification" and "Ghostnet …☆19Jan 22, 2024Updated 2 years ago
- Code (Pytorch) of "Multiple vision architectures-based hybrid network for hyperspectral image classification" ESWA-07/2023 Accepted.☆13Jul 20, 2023Updated 3 years ago
- Hyperspectral Image Classification Using Group-Aware Hierarchical Transformer☆58Dec 1, 2022Updated 3 years ago
- Transformer-Driven Active Transfer Learning for Cross-Hyperspectral Image Classification☆12Jul 9, 2025Updated last year
- Zhu Han, Jin Yang, Lianru Gao, Zhiqiang Zeng, Bing Zhang, Jocelyn Chanussot. Dual-Branch Subpixel-Guided Network for Hyperspectral Image …☆27Feb 27, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Multi-Level Prototype Alignment for Cross-Domain Few-Shot Hyperspectral Image Classification☆11Jul 24, 2025Updated last year
- 高光谱遥感影像分类☆25Mar 22, 2023Updated 3 years ago
- HyperBCS: Biscale Convolutional Self-Attention Network for Hyperspectral Coastal Wetlands Classification☆14May 9, 2025Updated last year
- 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
- PolSAR Image Classification using Shallow to Deep Feature Fusion Network with Complex Valued Attention☆12Jul 25, 2025Updated last year
- ESI Highly Cited Papers (2025)☆23Sep 20, 2022Updated 4 years ago
- HSIMAE: A Unified Masked Autoencoder with large-scale pretraining for Hyperspectral Image Classification☆23Aug 2, 2024Updated 2 years ago
- This repo provides a Matlab implementation of paper “Constrained-Target Band Selection with Subspace Partition for Hyperspectral Target D…☆15Jan 1, 2024Updated 2 years ago
- the code for...☆10Feb 28, 2025Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- BTA-Net☆12Nov 18, 2022Updated 3 years ago
- AIRS-2025赛道二:「星际矿脉」火星矿物高光谱分类挑战赛☆14May 7, 2025Updated last year
- Keras implementation of Morphological Convolutional Neural Networks for Hyperspectral Image Classification☆10Nov 25, 2021Updated 4 years ago
- CTF-SSCL: CNN-Transformer for Few-shot Hyperspectral Image Classification Assisted by Semisupervised Contrastive Learning, TGRS, 2024☆23Sep 13, 2025Updated last year
- Code for the paper 'Spectral–Spatial Masked Transformer With Supervised and Contrastive Learning for Hyperspectral Image Classification'.☆32Nov 8, 2024Updated last year
- [TGRS 2025] Self-Supervised Graph Masked Autoencoders for Hyperspectral Image Classification☆15Jun 2, 2026Updated 5 months ago
- Deep Multi-layer Fusion Dense Network for Hyperspectral Image Classification.☆11Apr 25, 2021Updated 5 years ago
- Implementation of custom image augmentation layers using Keras.☆10May 9, 2021Updated 5 years ago
- A DEMO for “Local Transformer With Spatial Partition Restore for Hyperspectral Image Classification (Xue et al., JSTARS, 2022)”☆16Apr 17, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Code for Cross-domain Few-shot Learning Based on Feature Disentanglement for Hyperspectral Image Classification.☆41Nov 21, 2024Updated last year
- 【TGRS 2025】Dual-Feature Attention Hybrid GCN Mamba Network for Joint Hyperspectral and LiDAR Classification.☆16Jul 10, 2026Updated 3 months ago
- This is code for “Upper Bounding Barlow Twins: A Novel Filter for Multi-relational Clustering” AAAI-24.☆12May 17, 2024Updated 2 years ago
- BS2T: Bottleneck Spatial–Spectral Transformer for Hyperspectral Image Classification.☆19Feb 17, 2023Updated 3 years ago
- LFSMIM: A Low-Frequency Spectral Masked Image Modeling Method for Hyperspectral Image Classification☆12Mar 7, 2024Updated 2 years ago
- Weighted Contrastive Prototype Network for Few-Shot Hyperspectral Image Classification With Noisy Labels☆12Sep 15, 2024Updated 2 years ago
- The code included in this repository implements the "Masked Auto-Encoding Spectral–Spatial Transformer for Hyperspectral Image Classifica…☆33Jul 14, 2023Updated 3 years ago