tulilin / S2HM2View external linksLinks
S2HM2: A Spectral-Spatial Hierarchical Masked Modeling Framework for Self-Supervised Feature Learning and Classification of Large-Scale Hyperspectral Images
☆18Apr 26, 2024Updated last year
Alternatives and similar repositories for S2HM2
Users that are interested in S2HM2 are comparing it to the libraries listed below
Sorting:
- ☆17Mar 1, 2025Updated 11 months ago
- ☆15Jun 19, 2023Updated 2 years ago
- [TGRS 2024] MSNet: Self-Supervised Multiscale Network with Enhanced Separation Training for Hyperspectral Anomaly Detection.☆19Jul 26, 2024Updated last year
- 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
- SS-MAE: Spatial-Spectral Masked Auto-Encoder for Mulit-Source Remote Sensing Image Classification (IEEE TGRS 2023)☆56Mar 13, 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
- [IEEE T-GRS 2024] The official repository for Journal Article “FactoFormer: Factorized Hyperspectral Transformers with Self-Supervised Pr…☆22Jun 22, 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
- LFSMIM: A Low-Frequency Spectral Masked Image Modeling Method for Hyperspectral Image Classification☆12Mar 7, 2024Updated last year
- L. Sun, G. Zhao, Y. Zheng, and Z. Wu. "Spectral–Spatial Feature Tokenization Transformer for Hyperspectral Image Classification," in IEEE…☆126May 15, 2022Updated 3 years ago
- Sensor Parameter Encoding for Multi-Spectral Earth Observation Data☆24Feb 7, 2025Updated last year
- Locally Linear Unbiased Randomization Network for Cross-Scene Hyperspectral Image Classification☆12Dec 6, 2023Updated 2 years ago
- [IEEE TCYB 2022] Region-aware Hierarchical Latent Feature Representation Learning Guided Clustering for Hyperspectral Band Selection.☆14Dec 17, 2023Updated 2 years ago
- ☆11May 9, 2023Updated 2 years ago
- This repository provides the code for the methods and experiments presented in our paper 'Dual-stream Class-adaptive Network for Semi-sup…☆11Feb 29, 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
- 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
- Deep Multi-layer Fusion Dense Network for Hyperspectral Image Classification.☆11Apr 25, 2021Updated 4 years ago
- 高光谱遥感影像分类☆25Mar 22, 2023Updated 2 years ago
- A DEMO for “Local Transformer With Spatial Partition Restore for Hyperspectral Image Classification (Xue et al., JSTARS, 2022)”☆16Apr 17, 2024Updated last year
- MCIFNet for hyperspectral and multispectral remote sensing image fusion☆19Jan 7, 2026Updated last month
- The official released demo of Tang Xu's group about the hyperspectral images classification☆33Dec 12, 2025Updated 2 months ago
- A Deep Learning Classification Framework with Spectral and Spatial Feature Fusion Layers for Hyperspectral and Lidar Sensor Data☆57Jan 2, 2025Updated last year
- S2EFT: Spectral-Spatial-Elevation Fusion Transformer for hyperspectral image and LiDAR classification☆13Mar 1, 2024Updated last year
- Contrastive-Mutual-Learning-with-Pseudo-Label-Smoothing-for-Hyperspectral-Image-Classification☆14Jan 16, 2025Updated last year
- 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 code implements self-learning classifier using an Autoencoder and a Softmax classifier and attempts to classify crops using hyperspe…☆13Oct 29, 2015Updated 10 years ago
- Code for the paper 'Spectral–Spatial Masked Transformer With Supervised and Contrastive Learning for Hyperspectral Image Classification'.☆32Nov 8, 2024Updated last year
- [TNNLS 2023] The official repo for the paper "HKNAS: Classification of Hyperspectral Imagery Based on Hyper Kernel Neural Architecture Se…☆13Oct 13, 2024Updated last year
- [Science China Information Sciences 2023] MFVNet: Deep Adaptive Fusion Network with Multiple Field-of-Views for Remote Sensing Image Sema…☆16Apr 26, 2023Updated 2 years ago
- A superpixel-based relational auto-encoder for feature extraction of hyperspectral images☆13Dec 12, 2019Updated 6 years ago
- ☆16May 11, 2024Updated last year
- Hyperspectral Image Classification Using Group-Aware Hierarchical Transformer☆57Dec 1, 2022Updated 3 years ago
- [Neural Networks 2025] Dual Selective Fusion Transformer Network for Hyperspectral Image Classification☆93Jan 18, 2026Updated 3 weeks ago
- Multi-attentive hierarchical dense fusion net for fusion classification of hyperspectral and LiDAR data☆39May 31, 2022Updated 3 years ago
- Behnood Rasti, Danfeng Hong, Renlong Hang, Pedram Ghamisi, Xudong Kang, Jocelyn Chanussot, Jon Atli Benediktsson. Feature Extraction for …☆19Jul 20, 2021Updated 4 years ago
- Triple Contrastive Representation Learning for Hyperspectral Image Classification with Noisy Labels, IEEE TGRS, 2023.☆20Aug 18, 2023Updated 2 years ago