Implementation of Hang et al. 2020 "Hyperspectral Image Classification with Attention Aided CNNs" for tree species prediction
☆136May 14, 2026Updated 3 weeks ago
Alternatives and similar repositories for DeepTreeAttention
Users that are interested in DeepTreeAttention are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Deep Prototypical Networks With Hybrid Residual Attention for Hyperspectral Image Classification, JSTARS, 2020☆22Jul 17, 2022Updated 3 years ago
- Spectral-Spatial Attention Network for Hyperspectral Image Classification☆57Nov 4, 2020Updated 5 years ago
- Source code of "Deep Pyramidal Residual Networks for Spectral–Spatial Hyperspectral Image Classification"☆57Mar 27, 2020Updated 6 years ago
- PyTorch Implementation of SSTNs for hyperspectral image classifications from the IEEE T-GRS paper "Spectral-Spatial Transformer Network f…☆126Dec 26, 2021Updated 4 years ago
- Residual Spectral–Spatial Attention Network for Hyperspectral Image Classification☆46Aug 19, 2021Updated 4 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- This is a tensorflow and keras based implementation of SSRNs in the IEEE T-GRS paper "Spectral-Spatial Residual Network for Hyperspectral…☆231Dec 26, 2021Updated 4 years ago
- paper:Faster hyperspectral image classification based on selective kernel mechanism using deep convolutional networks☆33Aug 13, 2022Updated 3 years ago
- Danfeng Hong, Zhu Han, Jing Yao, Lianru Gao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot. Spectralformer: Rethinking hyperspectral image…☆326Nov 30, 2024Updated last year
- ☆17Jul 29, 2020Updated 5 years ago
- Q. Liu, L. Xiao, J. Yang and J. C. Chan, "Content-Guided Convolutional Neural Network for Hyperspectral Image Classification," in IEEE Tr…☆16Apr 16, 2021Updated 5 years ago
- Hyperspectral Image Classification☆235Jan 28, 2022Updated 4 years ago
- Deep Multi-layer Fusion Dense Network for Hyperspectral Image Classification.☆11Apr 25, 2021Updated 5 years ago
- Deep Collaborative Attention Network for Hyperspectral Image Classification by Combining 2-D CNN and 3-D CNN, JSTARS, 2020☆10Aug 31, 2020Updated 5 years ago
- FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification (TGRS 2020) https://ieeexplore.ie…☆103Oct 22, 2023Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- 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
- S. Liu, Q. Shi and L. Zhang, "Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning," in IEEE Tr…☆58Oct 31, 2025Updated 7 months ago
- 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
- Dual Channel Residual Network for Hyperspectral Image Classification with Noisy Labels☆29Mar 20, 2024Updated 2 years ago
- Tree species segmentation and classification algorithm for SwissimageRS 2018 (Swisstopo)☆25Jun 19, 2025Updated 11 months ago
- A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification☆208Nov 25, 2022Updated 3 years ago
- Source code of "Scalable Recurrent Neural Network for Hyperspectral Image Classification"☆18Sep 13, 2020Updated 5 years ago
- Q. Liu, L. Xiao, J. Yang and Z. Wei, "CNN-Enhanced Graph Convolutional Network With Pixel- and Superpixel-Level Feature Fusion for Hypers…☆165Mar 18, 2024Updated 2 years ago
- Q. Liu, L. Xiao, N. Huang and J. Tang, "Composite Neighbor-Aware Convolutional Metric Networks for Hyperspectral Image Classification," i…☆14Sep 5, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- L. Sun, G. Zhao, Y. Zheng, and Z. Wu. "Spectral–Spatial Feature Tokenization Transformer for Hyperspectral Image Classification," in IEEE…☆133May 15, 2022Updated 4 years ago
- Multiscale Dynamic Graph Convolutional Network for hyperspectral image classification☆108Jun 6, 2023Updated 3 years ago
- Semisupervised Cross-scale Graph Prototypical Network for Hyperspectral Image Classification, TNNLS, 2022.☆25Jul 17, 2022Updated 3 years ago
- Danfeng Hong, Lianru Gao, Jing Yao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot. Graph Convolutional Networks for Hyperspectral Image Cl…☆270Nov 30, 2024Updated last year
- Deep learning toolbox based on PyTorch for hyperspectral data classification.☆491Sep 30, 2022Updated 3 years ago
- Pytorch implementation of the deepforest model for tree crown RGB detection.☆17Jun 6, 2021Updated 5 years ago
- A PyTorch implementation of paper: Hyperspectral Image Classification Based on 3-D Octave Convolution With Spatial–Spectral Attention Net…☆16May 8, 2022Updated 4 years ago
- ENL-FCN for HSI classification☆24Aug 4, 2020Updated 5 years ago
- BS2T: Bottleneck Spatial–Spectral Transformer for Hyperspectral Image Classification.☆19Feb 17, 2023Updated 3 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.
- [TGRS 2020] The official repo for the paper "Adaptive Spectral-Spatial Multiscale Contextual Feature Extraction for Hyperspectral Image C…☆46Jun 28, 2023Updated 2 years ago
- A demo for the hierarchical residual network with attention mechanism for hyperspectral image classification☆13Jan 14, 2021Updated 5 years ago
- Automatic tree species classification from remote sensing data☆41Sep 30, 2022Updated 3 years ago
- ☆18Nov 9, 2021Updated 4 years ago
- Hyperspectral Image Classification with Multi-attention Fusion Network-code☆40Jun 9, 2021Updated 5 years ago
- Code repository for the paper Tree species classification from airborne hyperspectral and LiDAR data using 3D convolutional neural networ…☆107Jan 3, 2022Updated 4 years ago
- DGSSC: A Deep Generative Spectral-Spatial Classifier for Imbalanced Hyperspectral Imagery, TCSVT, 2022☆17Apr 3, 2023Updated 3 years ago