FelineFiles / hyperspectral-classification-with-svm
This repo contains an illustration of the use of kernel support vector machine for hyperspectral image classifiication as well as a comparison with least sqaure methods.
☆23Updated 7 years ago
Alternatives and similar repositories for hyperspectral-classification-with-svm:
Users that are interested in hyperspectral-classification-with-svm are comparing it to the libraries listed below
- Matlab code for our JARS18 paper "Spectral and spatial classification of hyperspectral image based on random multi-graphs"☆15Updated 5 years ago
- Hyperspectral image classification☆21Updated 7 years ago
- This is a code set for spectral-spatial hyperpsectral classifcation, including the EMAP, Gabor, LORSAL, LibSVM, MRF, and LBP methods.☆62Updated 9 months 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 5 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 5 years ago
- Classification of Hyperspectral Satellite Image Using Deep Convolutional Neural Networks☆28Updated 8 years ago
- Hyperspectral Image Classification using Naive Bayes, Minimum Eucleidian Distance and KNN in Matlab☆29Updated 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 5 years ago
- Hyperspectral image classification with varies image processing and machine learning methods.☆23Updated 7 years ago
- Hyperspectral image classification by exploring deep tensor facorization, published in IGARSS 2018.☆16Updated 6 years ago
- Classification of Hyperspectral Remote Sensing Images Based on Convolutional Neural Network☆21Updated 5 years ago
- Hyperspectral Image (HSI) classification with matlab☆17Updated 6 years ago
- This is the code of "Hyperspectral Image Classification with Convolutional Neural Network and Active Learning".☆41Updated 5 years ago
- A superpixel-based relational auto-encoder for feature extraction of hyperspectral images☆13Updated 5 years ago
- HyperSpectral Image Classification With DeepLearning☆31Updated 7 years ago
- xf-zh / Hyperspectral-Image-Classification-via-Fusing-Correlation-Coefficient-and-Joint-Sparse-Representatiothe code of ''Hyperspectral Image Classification via Fusing Correlation Coefficient and Joint Sparse Representation''☆26Updated 5 years ago
- Matlab code for Fusion of Dual Spatial Information for Hyperspectral Image Classification, 2020, TGRS☆30Updated 2 years ago
- 将各个高光谱图像分类文献（2016-2019，TGRS、JSTARS、GRSL、RS、ISPRS、IJRS、JARS）结果按照同条件进行比较，并进行了总体的评分☆10Updated 5 years ago
- The code of paper "Spectral-Spatial Genetic Algorithm-Based Unsupervised Band Selection for Hyperspectral Image Classification"☆10Updated 3 years ago
- Supervised classification of hyperspectral image(HSI)☆10Updated 6 years ago
- Hyperspectral image Target Detection based on Sparse Representation☆75Updated 6 years ago
- ☆43Updated 6 years ago
- A Repo collection of the algorithms described in the appendix of Chein-I Chang's book: Hyperspectral Data Processing: Algorithm Design an…☆9Updated 6 years ago
- sunlecncom / Supervised-Spectral-spatial-Hyperspectral-Image-Classification-with-Weighted-Markov-Random-Fields☆17Updated 8 years ago
- The code of the paper "Flexible Gabor-based Superpixel-level Unsupervised LDA for Hyperspectral Image Classification".☆14Updated 4 years ago
- [ISPRS JP&RS 2018] Hyperspectral Image Classification via a Random Patches Network☆55Updated 6 years ago
- This script utilizes an open source SVM library for image classification and segmentation of hyperspectral image data☆11Updated 6 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 deep learning-based method for hyperspectral image classification, which published in IEEE Trans. Geosci. Remote Sens., 2018.☆30Updated 3 years ago
- Models used for our paper submission☆28Updated 6 years ago