Multimodal Informative ViT: Information Aggregation and Distribution for Hyperspectral and LiDAR Classification

⭐ our article ⭐

MIViT
├── dataset
│   ├── Houston.mat
│   ├── LiDAR_MP.mat
├── cal_operator.py
├── demo.py
├── MMA.py
├── structure.py
├── utils.py

Citation:

@ARTICLE{10464367,
  author={Zhang, Jiaqing and Lei, Jie and Xie, Weiying and Yang, Geng and Li, Daixun and Li, Yunsong},
  journal={IEEE Transactions on Circuits and Systems for Video Technology}, 
  title={Multimodal Informative ViT: Information Aggregation and Distribution for Hyperspectral and LiDAR Classification}, 
  year={2024},
  volume={},
  number={},
  pages={1-1},
  keywords={Feature extraction;Task analysis;Transformers;Mutual information;Laser radar;Redundancy;Data mining;Hyperspectral image;multimodal fusion;land cover classification;mutual information;self-distillation},
  doi={10.1109/TCSVT.2024.3375511}}

Train the model

python tools/train.py