AngryCai / BandSelection
HSI Band Selection
☆18Updated 5 years ago
Alternatives and similar repositories for BandSelection:
Users that are interested in BandSelection are comparing it to the libraries listed below
- polwork / Learning-and-Transferring-Deep-Joint-Spectral-Spatial-Features-for-Hyperspectral-Classificationcode for paper "Learning and Transferring Deep Joint Spectral-Spatial Features for Hyperspectral Classification"☆14Updated 6 years ago
- A superpixel-based relational auto-encoder for feature extraction of hyperspectral images☆13Updated 5 years ago
- Demo for the proposed SSAL-SDP method, i.e., superpixel-based semisupervised active learning (SSAL) method with the density peak (DP) aug…☆17Updated 6 years ago
- ☆43Updated 6 years ago
- This is a code set for spectral-spatial hyperpsectral classifcation, including the EMAP, Gabor, LORSAL, LibSVM, MRF, and LBP methods.☆63Updated 11 months ago
- ☆20Updated 4 years ago
- BS-Nets: An End-to-End Framework for Band Selection of Hyperspectral Image☆36Updated 5 years ago
- This set of files contains the Matlab code for the SLIC segmentation on the hyperspectral images.☆24Updated 6 years ago
- Deep Collaborative Attention Network for Hyperspectral Image Classification by Combining 2-D CNN and 3-D CNN, JSTARS, 2020☆10Updated 4 years ago
- Band Selection☆18Updated 4 years ago
- Code for the paper "Automatic Design of Convolutional Neural Network for Hyperspectral Image Classification"☆58Updated 5 years ago
- Hyperspectral image classification by exploring deep tensor facorization, published in IGARSS 2018.☆16Updated 6 years ago
- Matlab code for Fusion of Dual Spatial Information for Hyperspectral Image Classification, 2020, TGRS☆30Updated 2 years ago
- A deep learning-based method for hyperspectral image classification, which published in IEEE Trans. Geosci. Remote Sens., 2018.☆30Updated 3 years ago
- Hyperspectral CNN compression and band selection☆33Updated 5 years ago
- The code of the paper "Flexible Gabor-based Superpixel-level Unsupervised LDA for Hyperspectral Image Classification".☆14Updated 4 years ago
- Remote sensed hyperspectral image classification with Spectral-Spatial information provided by the Extended Morphological Profiles☆45Updated last year
- zcy179 / MATLAB-codes-for-Hyperspectral-Image-Classification-With-Small-Training-Sample-Size-Using-Superpix-MATLAB codes for paper : ZHENG C, WANG N, CUI J. Hyperspectral Image Classification With Small Training Sample Size Using Superpixel-Guid…☆10Updated 5 years ago
- A Comparison of Supervised and Unsupervised Dimension Reduction Methods for Hyperspectral Image Classification.☆17Updated 5 years ago
- 刘启超, 肖亮, 刘芳, 徐金环. SSCDenseNet:一种空-谱卷积稠密网络的高光谱图像分类算法[J]. 电子学报, 2020, 48(4): 751-762. LIU Qi-chao, XIAO Liang, LIU Fang, XU Jin-huan. SSCDe…☆13Updated 4 years ago
- A Fast Neighborhood Grouping Method for Hyperspectral Band Selection☆22Updated 11 months ago
- A Novel Band Selection and Spatial Noise Reduction Method for Hyperspectral Image Classification, TGRS, 2022☆9Updated 2 years ago
- An autoencoder that performs nonlinear pixel unmixing on hyperspectral images (based on the Fan, Bilinear, PPNM models, and also higher o…☆28Updated 3 years ago
- A complete toolbox for spectral unmixing with spectral variability☆50Updated 2 years ago
- ☆28Updated 3 years ago
- CyCU-Net: Cycle-Consistency Unmixing Network by Learning Cascaded Autoencoders, IEEE TGRS, 2022☆19Updated 3 years ago
- This script utilizes an open source SVM library for image classification and segmentation of hyperspectral image data☆11Updated 6 years ago
- Multi-direction Networks with Attentional Spectral Prior for Hyperspectral Image Classification, TGRS, 2021.☆21Updated 2 years ago
- ☆15Updated 4 years ago
- Deep Prototypical Networks With Hybrid Residual Attention for Hyperspectral Image Classification, JSTARS, 2020☆22Updated 2 years ago