Behnood Rasti, Danfeng Hong, Renlong Hang, Pedram Ghamisi, Xudong Kang, Jocelyn Chanussot, Jon Atli Benediktsson. Feature Extraction for Hyperspectral Imagery: The Evolution from Shallow to Deep (Overview and Toolbox), IEEE GRSM, 2020,
☆19Jul 20, 2021Updated 4 years ago
Alternatives and similar repositories for HyFTech
Users that are interested in HyFTech are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Danfeng Hong, Naoto Yokoya, Jian Xu, Xiaoxiang Zhu. Joint & Progressive Learning from High-Dimensional Data for Multi-Label Classificatio…☆11Nov 14, 2021Updated 4 years ago
- Lianru Gao, Danfeng Hong, Jing Yao, Bing Zhang, Paolo Gamba, Jocelyn Chanussot. Spectral Superresolution of Multispectral Imagery with Jo…☆23Mar 6, 2021Updated 5 years ago
- Danfeng Hong, Naoto Yokoya, Nan Ge, Jocelyn Chanussot, Xiaoxiang Zhu. Learnable Manifold Alignment (LeMA): A Semi-supervised Cross-modali…☆13Sep 10, 2020Updated 5 years ago
- Matlab code of the TGRS paper entitled "Sparsity-Enhanced Convolutional Decomposition: A Novel Tensor-Based Paradigm for Blind Hyperspect…☆20Apr 10, 2021Updated 4 years ago
- Danfeng Hong, Naoto Yokoya, Jocelyn Chanussot, Xiaoxiang Zhu. An Augmented Linear Mixing Model to Address Spectral Variability for Hypers…☆20Oct 20, 2022Updated 3 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
- This is the code of "Hyperspectral Image Classification with Convolutional Neural Network and Active Learning".☆42Feb 4, 2020Updated 6 years ago
- ☆12Oct 5, 2019Updated 6 years ago
- Locally Linear Unbiased Randomization Network for Cross-Scene Hyperspectral Image Classification☆12Dec 6, 2023Updated 2 years ago
- A Dual Multi-head Contextual Attention Network for Hyperspectral Image Classification☆14Jun 28, 2022Updated 3 years ago
- Danfeng Hong, Lianru Gao, Renlong Hang, Bing Zhang, Jocelyn Chanussot. Deep Encoder-Decoder Networks for Classification of Hyperspectral …☆55Jul 11, 2021Updated 4 years ago
- Cross-city Semantic Segmentation (C2Seg) in Multimodal Remote Sensing: Outcome of the 2023 IEEE WHISPERS C2Seg Challenge☆22May 10, 2024Updated last year
- ☆12Aug 18, 2021Updated 4 years ago
- ☆41Oct 3, 2024Updated last year
- ☆15Jun 19, 2023Updated 2 years ago
- Danfeng Hong, Bing Zhang, Hao Li, Yuxuan Li, Jing Yao, Chenyu Li, Martin Werner, Jocelyn Chanussot, Alexander Zipf, Xiao Xiang Zhu. Cros…☆80Dec 27, 2023Updated 2 years ago
- Semi-Supervised Multiscale Dynamic Graph Convolution Network for Hyperspectral Image Classification☆20Apr 29, 2024Updated last year
- Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution, ECCV, 2020. (PyTorch)☆94Dec 5, 2022Updated 3 years ago
- Cross Domain CNN for Hyperspectral Image Classification☆13Apr 8, 2019Updated 6 years ago
- Danfeng Hong, Lianru Gao, Jing Yao, Naoto Yokoya, Jocelyn Chanussot, Uta Heiden, Bing Zhang. Endmember-Guided Unmixing Network (EGU-Net):…☆68Nov 30, 2024Updated last year
- TGRS2022: Marginalized Graph Self-Representation for Unsupervised Hyperspectral Band Selection☆13Jun 21, 2022Updated 3 years ago
- S2HM2: A Spectral-Spatial Hierarchical Masked Modeling Framework for Self-Supervised Feature Learning and Classification of Large-Scale H…☆18Apr 26, 2024Updated last year
- Danfeng Hong, Lianru Gao, Jing Yao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot. Graph Convolutional Networks for Hyperspectral Image Cl…☆266Nov 30, 2024Updated last year
- Yuxuan Li, Danfeng Hong, Chenyu Li, Jing Yao, Jocelyn Chanussot. HD-Net: High-resolution decoupled network for building footprint extrac…☆43Nov 30, 2024Updated last year
- Danfeng Hong, Lianru Gao, Naoto Yokoya, Jing Yao, Jocelyn Chanussot, Qian Du, Bing Zhang. More Diverse Means Better: Multimodal Deep Lear…☆119Nov 30, 2024Updated last year
- Danfeng Hong, JIngliang Hu, Jing Yao, Jocelyn Chanussot, Xiao Xiang Zhu. Multimodal Remote Sensing Benchmark Datasets for Land Cover Clas…☆127Dec 28, 2024Updated last year
- ☆18Nov 9, 2021Updated 4 years ago
- ☆31Jan 13, 2025Updated last year
- Danfeng Hong, Zhu Han, Jing Yao, Lianru Gao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot. Spectralformer: Rethinking hyperspectral image…☆315Nov 30, 2024Updated last year
- ☆20Jun 16, 2020Updated 5 years ago
- ☆16Aug 10, 2025Updated 7 months ago
- This is a code demo for the paper "Few-shot Hyperspectral Image Classification with Self-supervised Learning"☆23Oct 1, 2023Updated 2 years ago
- A python tool to perform deep learning experiments on multimodal remote sensing data.☆11Sep 13, 2021Updated 4 years ago
- Matlab code for Noise-Robust Hyperspectral Image Classification via Multi-Scale Total Variation, JSTARS, 2019☆12Sep 30, 2022Updated 3 years ago
- 高光谱遥感影像分类☆25Mar 22, 2023Updated 3 years ago
- ☆10Nov 19, 2020Updated 5 years ago
- Subspace Clustering by Block Diagonal Representation☆14May 1, 2021Updated 4 years ago
- The codes are for the paper: ``Complete Dictionary Learning via \ell_p-norm Maximization'',Yifei Shen∗ , Ye Xue∗ , Jun Zhang , Khaled B. …☆11Nov 21, 2020Updated 5 years ago
- Learning Low-rank and Sparse Discriminative Correlation Filters for Coarse-to-Fine Visual Object Tracking☆10Apr 15, 2021Updated 4 years ago