Zhu Han, Jin Yang, Lianru Gao, Zhiqiang Zeng, Bing Zhang, Jocelyn Chanussot. Dual-Branch Subpixel-Guided Network for Hyperspectral Image Classification, IEEE TGRS, 2024
☆23Feb 27, 2025Updated last year
Alternatives and similar repositories for DSNet
Users that are interested in DSNet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- CACFTNet: A Hybrid Cov-Attention and Cross-Layer Fusion Transformer Network for Hyperspectral Image Classification[J]," in IEEE Transacti…☆16Aug 13, 2024Updated last year
- TMCFN: Text-Supervised Multidimensional Contrastive Fusion Network for Hyperspectral and LiDAR Classification (TGRS 2024)☆15Aug 14, 2025Updated 7 months 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
- The repository contains the implementation of the paper "SwinMSP: A Shifted Windows Masked Spectral Pretraining Model for Hyperspectral I…☆12Aug 7, 2024Updated last year
- S2EFT: Spectral-Spatial-Elevation Fusion Transformer for hyperspectral image and LiDAR classification☆14Mar 1, 2024Updated 2 years ago
- LFSMIM: A Low-Frequency Spectral Masked Image Modeling Method for Hyperspectral Image Classification☆12Mar 7, 2024Updated 2 years ago
- Multimodal Hyperspectral Unmixing: Insights from Attention Networks, IEEE TGRS, 2022☆44Feb 27, 2025Updated last year
- Hyperspectral image classification network using a combination of cnn feature extraction and a small Swin transformer.☆14Jul 20, 2023Updated 2 years ago
- Code (Pytorch) of "Multiple vision architectures-based hybrid network for hyperspectral image classification" ESWA-07/2023 Accepted.☆14Jul 20, 2023Updated 2 years ago
- A slim implementation of Self-Pooling Transformer for hyperspectral image classification.☆20Jun 20, 2024Updated last year
- CTF-SSCL: CNN-Transformer for Few-shot Hyperspectral Image Classification Assisted by Semisupervised Contrastive Learning, TGRS, 2024☆23Sep 13, 2025Updated 6 months ago
- The code of Matrix-Vector Nonnegative Tensor Factorization for Blind Unmixing of Hyperspectral Imagery☆16Mar 27, 2018Updated 7 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 3 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
- The code included in this repository implements the "Masked Auto-Encoding Spectral–Spatial Transformer for Hyperspectral Image Classifica…☆34Jul 14, 2023Updated 2 years ago
- AIRS-2025赛道二：「星际矿脉」火星矿物高光谱分类挑战赛☆12May 7, 2025Updated 10 months ago
- Demo codes for papers "Channel-Layer-Oriented Lightweight Spectral-Spatial Network for Hyperspectral Image Classification" and "Ghostnet …☆17Jan 22, 2024Updated 2 years ago
- This is a code demo for the paper "Cross-Domain Few-shot Hyperspectral Image Classification with Cross-Modal Alignment and Supervised Con…☆20Jul 9, 2025Updated 8 months ago
- [TNNLS 2023] Overcoming the Barrier of Incompleteness: A Hyperspectral Image Classification Full Model☆18Jun 14, 2023Updated 2 years ago
- [TCSVT 2022] Official implementation for 'Exploring the Relationship between Center and Neighborhoods: Central Vector Oriented Self-Simil…☆49Sep 23, 2024Updated last year
- Spatio-temporal multi-level attention crop mapping method using time-series SAR imagery, ISPRS Journal of Photogrammetry and Remote Sensi…☆22May 15, 2024Updated 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
- ☆45Mar 20, 2023Updated 3 years ago
- ☆36Mar 29, 2024Updated last year
- ☆13Mar 28, 2025Updated 11 months ago
- Keras implementation of Morphological Convolutional Neural Networks for Hyperspectral Image Classification☆10Nov 25, 2021Updated 4 years ago
- This is a code demo for the paper "Few-shot Hyperspectral Image Classification with Self-supervised Learning"☆23Oct 1, 2023Updated 2 years ago
- HyperBCS: Biscale Convolutional Self-Attention Network for Hyperspectral Coastal Wetlands Classification☆12May 9, 2025Updated 10 months ago
- ☆17Jun 9, 2025Updated 9 months ago
- Deep Cross-domain Few-shot Learning for Hyperspectral Image Classification☆85Oct 2, 2023Updated 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…☆57Oct 31, 2025Updated 4 months ago
- Spectral-Spatial MLP Network with Reciprocal Points learning for Open-Set Hyperspectral Image Classification☆16Jul 9, 2023Updated 2 years ago
- [INF FUS 2024] SENSE: Hyperspectral Video Object Tracker via Fusing Material and Motion Cues☆30May 27, 2025Updated 9 months ago
- MiSiCNet: Minimum Simplex Convolutional Network for Deep Hyperspectral Unmixing☆19Feb 8, 2022Updated 4 years ago
- Few-shot Learning with Class-Covariance Metric for Hyperspectral Image Classification, TIP, 2022☆34Oct 14, 2022Updated 3 years ago
- MCTGCL: Mixed CNN-Transformer for Mars Hyperspectral Image Classification With Graph Contrastive Learning, TGRS, 2025☆23Feb 26, 2025Updated last year
- This demo reproduces the results reported in the paper "Nonlinear unmixing of hyperspectral data with vector-valued kernel functions," R…☆14Nov 14, 2016Updated 9 years ago
- ☆16May 11, 2024Updated last year
- A python tool to perform deep learning experiments on multimodal remote sensing data.☆11Sep 13, 2021Updated 4 years ago