Cimy-wang / AM3Net_Multimodal_Data_Fusion
Code for J. Wang, J. Li, Y. Shi, J. Lai and X. Tan, "AM3Net: Adaptive Mutual-learning-based Multimodal Data Fusion Network," in IEEE TCSVT, 2022. We conducted the experiments on the hyperspectral and lidar dataset(Houston and Trento) and multispectral and synthetic aperture radar data (grss-dfc-2007 datasets).
☆33Updated last year
Related projects: ⓘ
- [TCSVT 2022] Official implementation for 'Exploring the Relationship between Center and Neighborhoods: Central Vector Oriented Self-Simil…☆29Updated 6 months ago
- Residual Spectral–Spatial Attention Network for Hyperspectral Image Classification☆40Updated 3 years ago
- [TGRS 2020] The official repo for the paper "Adaptive Spectral-Spatial Multiscale Contextual Feature Extraction for Hyperspectral Image C…☆43Updated last year
- Multi-attentive hierarchical dense fusion net for fusion classification of hyperspectral and LiDAR data☆31Updated 2 years ago
- G. Zhao, Q. Ye, L. Sun, Z. Wu, C. Pan, and B. Jeon. "Joint Classification of Hyperspectral and LiDAR Data Using a Hierarchical CNN and Tr…☆25Updated last year
- Xin Wu, Danfeng Hong, Jocelyn Chanussot. Convolutional Neural Networks for Multimodal Remote Sensing Data Classification, IEEE Transactio…☆43Updated 2 years ago
- Hyperspectral Image Classification Using Group-Aware Hierarchical Transformer☆43Updated last year
- Deep Multiview Learning for Hyperspectral Image Classification☆26Updated 2 years ago
- A DEMO for "S3Net: Spectral-Spatial Siamese Network for Few-Shot Hyperspectral Image Classification" (Xue et al., TGRS, 2022)☆36Updated 5 months ago
- Multimodal Hyperspectral Unmixing: Insights from Attention Networks, IEEE TGRS, 2022☆36Updated last year
- Pytorch toolbox for large-scale hyperspectral image classification using WHU-OHS dataset☆28Updated 6 months ago
- [TGRS 2023] Official implementation for 'Adaptive Mask Sampling and Manifold to Euclidean Subspace Learning with Distance Covariance Repr…☆22Updated 6 months ago
- A DEMO for "Multistage Relation Network With Dual-Metric for Few-Shot Hyperspectral Image Classification" (Zeng et al., TGRS, 2023)☆14Updated 5 months ago
- Alternately Updated Convolutional Spectral-Spatial Network for Hyperspectral Image Classification(Remote Sensing 2019)☆40Updated 5 years ago
- Dual Channel Residual Network for Hyperspectral Image Classification with Noisy Labels☆25Updated 5 months ago
- This example implements the paper in review [Joint Classification of Hyperspectral and LiDAR Data Using Hierarchical Random Walk and Deep…☆23Updated 3 years ago
- PyTorch implementation for hyperspectral image classification. Implemented networks including: TPPI-Net, 1D CNN, 2D CNN, 3D CNN, SSRN, pR…☆15Updated last year
- Single-source Domain Expansion Network for Cross-Scene Hyperspectral Image Classification, IEEE TIP, 2023.☆34Updated 3 months ago
- code for paper "(TGRS 2019) Hyperspectral Classification Based on Lightweight 3D-CNN with Transfer Learning"☆17Updated 3 years ago
- Hyperspectral Band Selection using Self-Representation Learning with Sparse 1D-Operational Autoencoder (SRL-SOA)☆17Updated last year
- Multi-direction Networks with Attentional Spectral Prior for Hyperspectral Image Classification, TGRS, 2021.☆21Updated last year
- BS2T: Bottleneck Spatial–Spectral Transformer for Hyperspectral Image Classification.☆14Updated last year
- A demo for the hierarchical residual network with attention mechanism for hyperspectral image classification☆11Updated 3 years ago
- Heterogeneous Few-shot Learning for Hyperspectral Image Classification☆16Updated 11 months ago
- Nearest Neighbor-Based Contrastive Learning for Hyperspectral and LiDAR Data Classification, IEEE TGRS 2023☆36Updated last year
- The code for “Grafting Transformer Module on Automatically Designed ConvNet for Hyperspectral Image Classification”☆20Updated 11 months ago
- Open source datasets for Cross-Scene Hyperspectral Image Classification, continuously updated~☆56Updated 2 years ago
- ☆14Updated 3 years ago
- Hyperspectral Image Classification with Multi-attention Fusion Network-code☆34Updated 3 years ago
- Spectral-Spatial Attention Network for Hyperspectral Image Classification☆51Updated 3 years ago