xiangyongcao / CNN-AL-MRFLinks
This is the code of "Hyperspectral Image Classification with Convolutional Neural Network and Active Learning".
☆42Updated 5 years ago
Alternatives and similar repositories for CNN-AL-MRF
Users that are interested in CNN-AL-MRF are comparing it to the libraries listed below
Sorting:
- This is a code set for spectral-spatial hyperpsectral classifcation, including the EMAP, Gabor, LORSAL, LibSVM, MRF, and LBP methods.☆64Updated last year
- A superpixel-based relational auto-encoder for feature extraction of hyperspectral images☆13Updated 6 years ago
- ☆43Updated 7 years ago
- ☆21Updated 5 years ago
- This set of files contains the Matlab code for the SLIC segmentation on the hyperspectral images.☆23Updated 6 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
- Hyperspectral image unmixing.☆37Updated 7 years ago
- Spectral-Spatial Attention Network for Hyperspectral Image Classification☆55Updated 5 years ago
- This script utilizes an open source SVM library for image classification and segmentation of hyperspectral image data☆12Updated 6 years ago
- Matlab code for Fusion of Dual Spatial Information for Hyperspectral Image Classification, 2020, TGRS☆32Updated 3 years ago
- This Toolbox includes Hyperspectral Feature Extraction Techniques including Unsupervised, Supervised, and Deep Feature Extraction☆134Updated 4 years ago
- This repository contains several hyperspectral image analysis algorithms, including unmixing, registration and fusion.☆160Updated 4 years ago
- 3D Convolutional Adversial Autoencoder for Hyperspectral Classification☆21Updated 5 years ago
- Hyperspectral image Target Detection based on Sparse Representation☆77Updated 7 years ago
- A complete toolbox for spectral unmixing with spectral variability☆54Updated 7 months ago
- Hyperspectral Image (HSI) classification with matlab☆17Updated 7 years ago
- 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
- [ISPRS JP&RS 2018] Hyperspectral Image Classification via a Random Patches Network☆57Updated 6 years ago
- Band Selection☆18Updated 5 years ago
- Remote sensed hyperspectral image classification with Spectral-Spatial information provided by the Extended Morphological Profiles☆46Updated 2 years ago
- Spectral unmixing; Fast N-FINDR; Fast endmember extraction;☆19Updated 6 years ago
- ☆46Updated 5 years ago
- 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 6 years ago
- A deep learning-based method for hyperspectral image classification, which published in IEEE Trans. Geosci. Remote Sens., 2018.☆30Updated 4 years ago
- Shuaikai Shi, Lijun Zhang, Yoann Altmann and Jie Chen, "Deep Generative Model for Spatial-spectral Unmixing with Multiple Endmember Prior…☆17Updated 3 years ago
- A Comparison of Supervised and Unsupervised Dimension Reduction Methods for Hyperspectral Image Classification.☆16Updated 6 years ago
- Code for the paper "Automatic Design of Convolutional Neural Network for Hyperspectral Image Classification"☆59Updated 6 years ago
- Hyperspectral image classification with varies image processing and machine learning methods.☆25Updated 8 years ago
- This is a demo program for Box-plot figure or statistical separability analysis figure, which can be used for hyperspectral target detect…☆14Updated 4 years ago
- [IEEE TGRS 2018] Spectral-Spatial Unified Networks for Hyperspectral Image Classification☆74Updated 5 years ago