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
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
- LFSMIM: A Low-Frequency Spectral Masked Image Modeling Method for Hyperspectral Image Classification☆12Mar 7, 2024Updated last year
- 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
- TMCFN: Text-Supervised Multidimensional Contrastive Fusion Network for Hyperspectral and LiDAR Classification (TGRS 2024)☆15Aug 14, 2025Updated 6 months ago
- The repository contains the implementation of the paper "SwinMSP: A Shifted Windows Masked Spectral Pretraining Model for Hyperspectral I…☆12Aug 7, 2024Updated last year
- CTF-SSCL: CNN-Transformer for Few-shot Hyperspectral Image Classification Assisted by Semisupervised Contrastive Learning, TGRS, 2024☆22Sep 13, 2025Updated 5 months ago
- S2EFT: Spectral-Spatial-Elevation Fusion Transformer for hyperspectral image and LiDAR classification☆13Mar 1, 2024Updated 2 years ago
- Multimodal Hyperspectral Unmixing: Insights from Attention Networks, IEEE TGRS, 2022☆44Feb 27, 2025Updated last year
- 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
- Hyperspectral image classification network using a combination of cnn feature extraction and a small Swin transformer.☆14Jul 20, 2023Updated 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
- Demo codes for papers "Channel-Layer-Oriented Lightweight Spectral-Spatial Network for Hyperspectral Image Classification" and "Ghostnet …☆17Jan 22, 2024Updated 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
- The code of Matrix-Vector Nonnegative Tensor Factorization for Blind Unmixing of Hyperspectral Imagery☆16Mar 27, 2018Updated 7 years ago
- This is a code demo for the paper "Cross-Domain Few-shot Hyperspectral Image Classification with Cross-Modal Alignment and Supervised Con…☆19Jul 9, 2025Updated 7 months ago
- A slim implementation of Self-Pooling Transformer for hyperspectral image classification.☆20Jun 20, 2024Updated last year
- [TNNLS 2023] Overcoming the Barrier of Incompleteness: A Hyperspectral Image Classification Full Model☆18Jun 14, 2023Updated 2 years ago
- 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 is a code demo for the paper "Few-shot Hyperspectral Image Classification with Self-supervised Learning"☆23Oct 1, 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
- Code for Cross-domain Few-shot Learning Based on Feature Disentanglement for Hyperspectral Image Classification.☆39Nov 21, 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
- HyperBCS: Biscale Convolutional Self-Attention Network for Hyperspectral Coastal Wetlands Classification☆12May 9, 2025Updated 9 months ago
- Keras implementation of Morphological Convolutional Neural Networks for Hyperspectral Image Classification☆10Nov 25, 2021Updated 4 years ago
- Local Semantic Feature Aggregation-Based Transformer for Hyperspectral Image Classification☆10Sep 15, 2023Updated 2 years 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
- Hyperspectral Imagery One Class Classification （ISPRS 2022 & TGRS 2023）☆13Jan 28, 2026Updated last month
- [TCSVT 2022] Official implementation for 'Exploring the Relationship between Center and Neighborhoods: Central Vector Oriented Self-Simil…☆49Sep 23, 2024Updated last year
- ☆45Mar 20, 2023Updated 2 years ago
- ☆13Mar 28, 2025Updated 11 months ago
- This is code for “Upper Bounding Barlow Twins: A Novel Filter for Multi-relational Clustering” AAAI-24.☆12May 17, 2024Updated last year
- A python tool to perform deep learning experiments on multimodal remote sensing data.☆11Sep 13, 2021Updated 4 years ago
- EMVCC:Enhanced Multi-View Contrastive Clustering for Hyperspectral Images☆10Nov 19, 2024Updated last year
- 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
- The official released demo of Tang Xu's group about the hyperspectral images classification☆33Dec 12, 2025Updated 2 months ago
- Deep Cross-domain Few-shot Learning for Hyperspectral Image Classification☆85Oct 2, 2023Updated 2 years ago
- This example implements the paper in review [Joint Classification of Hyperspectral and LiDAR Data Using Hierarchical Random Walk and Deep…☆25May 15, 2021Updated 4 years ago
- Xin Wu, Danfeng Hong, Jocelyn Chanussot. Convolutional Neural Networks for Multimodal Remote Sensing Data Classification, IEEE Transactio…☆58Apr 24, 2022Updated 3 years ago