lts129 / Comparison-database-of-hyperspectral-classification-results
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
Alternatives and similar repositories for Comparison-database-of-hyperspectral-classification-results:
Users that are interested in Comparison-database-of-hyperspectral-classification-results are comparing it to the libraries listed below
- 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
- This is a code set for spectral-spatial hyperpsectral classifcation, including the EMAP, Gabor, LORSAL, LibSVM, MRF, and LBP methods.☆63Updated 11 months 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
- 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
- This script utilizes an open source SVM library for image classification and segmentation of hyperspectral image data☆11Updated 6 years ago
- This is the code of "Hyperspectral Image Classification with Convolutional Neural Network and Active Learning".☆41Updated 5 years ago
- Classification of Hyperspectral Remote Sensing Images Based on Convolutional Neural Network☆21Updated 5 years ago
- ☆43Updated 6 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
- 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
- Hyperspectral image classification☆21Updated 7 years ago
- Matlab code for Fusion of Dual Spatial Information for Hyperspectral Image Classification, 2020, TGRS☆30Updated 2 years ago
- Hyperspectral image unmixing.☆37Updated 7 years ago
- Hyperspectral Image (HSI) classification with matlab☆17Updated 6 years ago
- A Comparison of Supervised and Unsupervised Dimension Reduction Methods for Hyperspectral Image Classification.☆17Updated 5 years ago
- This set of files contains the Matlab code for the SLIC segmentation on the hyperspectral images.☆24Updated 6 years ago
- Code for the paper "Automatic Design of Convolutional Neural Network for Hyperspectral Image Classification"☆58Updated 5 years ago
- This repo contains an illustration of the use of kernel support vector machine for hyperspectral image classifiication as well as a compa…☆23Updated 7 years ago
- Hyperspectral image Target Detection based on Sparse Representation☆76Updated 6 years ago
- HyperSpectral Image Classification With DeepLearning☆31Updated 7 years ago
- Remote sensed hyperspectral image classification with Spectral-Spatial information provided by the Extended Morphological Profiles☆45Updated last year
- GatorSense Hyperspectral Image Analysis Toolkit☆31Updated 5 years ago
- [IEEE TCYB 2022] Region-aware Hierarchical Latent Feature Representation Learning Guided Clustering for Hyperspectral Band Selection.☆12Updated last year
- A complete toolbox for spectral unmixing with spectral variability☆50Updated 2 years ago
- Shuaikai Shi, Min Zhao, Lijun Zhang, Yoann Altmann and Jie Chen, "Probabilistic Generative Model for Hyperspectral Unmixing Accounting fo…☆15Updated 2 years ago
- Danfeng Hong, Lianru Gao, Jing Yao, Naoto Yokoya, Jocelyn Chanussot, Uta Heiden, Bing Zhang. Endmember-Guided Unmixing Network (EGU-Net):…☆62Updated 3 months ago
- Replication: Triplet Spectralwise Transformer Network for Hyperspectral Target Detection, TGRS, 2023☆9Updated 7 months ago
- CyCU-Net: Cycle-Consistency Unmixing Network by Learning Cascaded Autoencoders, IEEE TGRS, 2022☆19Updated 3 years ago