Hyperspectral Image (HSI) classification using Convolutional Neural Networks (CNN) is widely found in the current literature. Approaches vary from using SVMs to 2D CNNs, 3D CNNs, 3D-2D CNNs. Besides 3D-2D CNNs and FuSENet, the other approaches do not consider both the spectral and spatial features together for HSI classification task, thereby re…
☆14Jun 10, 2021Updated 5 years ago
Alternatives and similar repositories for SpectralNET
Users that are interested in SpectralNET are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Jigsaw application to Hyperspectral Image classification☆22Jan 28, 2025Updated last year
- Code for 'HybridSN: Exploring 3-D–2-D CNN Feature Hierarchy for Hyperspectral Image Classification'. See☆10Apr 22, 2020Updated 6 years ago
- Locally Linear Unbiased Randomization Network for Cross-Scene Hyperspectral Image Classification☆14Dec 6, 2023Updated 2 years ago
- Code of paper "Densely Connected Pyramidal Dilated Convolutional Network for Hyperspectral Image Classification"☆10Jun 21, 2022Updated 4 years ago
- [IEEE T-GRS 2024] The official repository for Journal Article “FactoFormer: Factorized Hyperspectral Transformers with Self-Supervised Pr…☆22Jun 22, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Cross Domain CNN for Hyperspectral Image Classification☆13Apr 8, 2019Updated 7 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
- This repository provides the code for the methods and experiments presented in our paper 'Dual-stream Class-adaptive Network for Semi-sup…☆12Feb 29, 2024Updated 2 years ago
- ☆18Nov 9, 2021Updated 4 years ago
- 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
- Hyperspectral Image Classification with Multi-attention Fusion Network-code☆40Jun 9, 2021Updated 5 years ago
- This is a code demo for the paper "Few-shot Hyperspectral Image Classification with Self-supervised Learning"☆24Oct 1, 2023Updated 3 years 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
- 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
- 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.
- MCNN-CP:Hyperspectral Image Classification Using Mixed Convolutions and Covariance Pooling (TGARS 2021); Oct-MCNN-HS:3D Octave and 2D Van…☆51May 17, 2022Updated 4 years ago
- Malaria Parasite Detection using Efficient Neural Ensembles. Malaria, a life threatening disease caused by the bite of the Anopheles mosq…☆11Dec 12, 2023Updated 2 years ago
- [IEEE GRSL 2025] PHDMamba: Progressive Hybrid Mamba for Hyperspectral Image Classification☆17Jan 18, 2026Updated 9 months ago
- [TIP 2023] The official repo for the paper "DCN-T: Dual Context Network with Transformer for Hyperspectral Image Classification".☆47May 13, 2025Updated last year
- S2HM2: A Spectral-Spatial Hierarchical Masked Modeling Framework for Self-Supervised Feature Learning and Classification of Large-Scale H…☆18Apr 26, 2024Updated 2 years ago
- Code and notebooks for reproducing the method of "DIY hyperspectral imaging via polarization-induced spectral filters." Katherine Salesin…☆12Aug 1, 2022Updated 4 years ago
- A DEMO for "S3Net: Spectral-Spatial Siamese Network for Few-Shot Hyperspectral Image Classification" (Xue et al., TGRS, 2022)☆42Apr 17, 2024Updated 2 years ago
- image classification with VGG16+SVM and VGG-16☆11Jul 12, 2019Updated 7 years ago
- Supervised Contrastive Learning-Based Unsupervised Domain Adaptation for Hyperspectral Image Classification☆26Jun 15, 2025Updated last year
- 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.
- Hyperbolic SVM in Python☆12Jun 21, 2022Updated 4 years ago
- The code is associated with the following paper "A Fast and Compact 3-D CNN for Hyperspectral Image Classification". IEEE Geoscience and …☆41Jan 14, 2022Updated 4 years ago
- ☆12Oct 5, 2019Updated 7 years ago
- Deep Few-Shot Learning for Hyperspectral Image Classification☆32May 19, 2022Updated 4 years ago
- ☆12Mar 11, 2021Updated 5 years ago
- Hyperspectral Remote Sensing Scenes☆64Apr 5, 2021Updated 5 years ago
- ☆10Mar 21, 2022Updated 4 years ago
- 和高光谱数据处理相关程序☆11Oct 11, 2019Updated 7 years ago
- ☆14Nov 26, 2020Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- The repository contains the implementation of PCA + SVM and PCA + Hybrid(2D+3D) CNN implemenatation techniques on Hyperspectral Images(In…☆27Aug 19, 2020Updated 6 years ago
- This is an official implementation of our CVPR 2020 paper "Non-Local Neural Networks With Grouped Bilinear Attentional Transforms".☆13Jan 30, 2021Updated 5 years ago
- Some example of PyTorch about some papers☆17Apr 23, 2021Updated 5 years ago
- hyperspectral image analysis source code☆33May 7, 2021Updated 5 years ago
- Confident Learning-Based Domain Adaptation for Hyperspectral Image Classification(DOI: 10.1109/TGRS.2022.3166817)☆36Apr 9, 2024Updated 2 years ago
- Fine-Grained Visual Classification via Simultaneously Learning of Multi-regional Multi-grained Features☆12Mar 2, 2021Updated 5 years ago
- HSIMAE: A Unified Masked Autoencoder with large-scale pretraining for Hyperspectral Image Classification☆23Aug 2, 2024Updated 2 years ago