Alternatives and similar repositories for CNN-Based-Hyperspectral-Image-Classification

Users that are interested in CNN-Based-Hyperspectral-Image-Classification are comparing it to the libraries listed below

• subhajitchaudhury / deephypercnn
  Classification of Hyperspectral Satellite Image Using Deep Convolutional Neural Networks
  ☆28Updated 8 years ago
• drivenow / HSI-Classification
  HyperSpectral Image Classification With DeepLearning
  ☆32Updated 7 years ago
• YonghaoXu / SSUN
  [IEEE TGRS 2018] Spectral-Spatial Unified Networks for Hyperspectral Image Classification
  ☆72Updated 5 years ago
• danqu130 / Indian_pines_classification
  A simple classifier using CNN with keras to classify Indian pines Hyperspectral Image
  ☆76Updated 7 years ago
• syamkakarla98 / Dimensionality-reduction-and-classification-on-Hyperspectral-Images-Using-Python
  In this repository, You can find the files which implement dimensionality reduction on the hyperspectral image(Indian Pines) with classi…
  ☆83Updated 4 years ago
• manila95 / BASS-Net
  Band-Adaptive Spectral-Spatial Feature Learning Deep Neural Network for Hyperspectral Image Classification
  ☆69Updated 6 years ago
• xiangyongcao / CNN_HSIC_MRF
  This is a TensorFlow implementation of Convolutional Neural Network for Hyperspectral Image Classification
  ☆47Updated 6 years ago
• KonstantinosF / Classification-of-Hyperspectral-Image
  Classification of the Hyperspectral Image Indian Pines with Convolutional Neural Network
  ☆192Updated 3 years ago
• jingge326 / DeHIC
  Deep learning framework for hyperspectral image classification
  ☆54Updated 7 years ago
• liubing220524 / ResNet-for-hyperspectral-image-classification
  Res-3D-CNN for hyperspectral image classification.
  ☆45Updated 7 years ago
• sunlecncom / Supervised-Spectral-spatial-Hyperspectral-Image-Classification-with-Weighted-Markov-Random-Fields
  ☆17Updated 8 years ago
• shuguang-52 / 2018-RemoteSens-FDSSC
  A Fast Dense Spectral-Spatial Convolution Network Framework for Hyperspectral Images Classification(Remote Sensing 2018)
  ☆84Updated 5 years ago
• AminaBh / 3D_deepLearning_for_hyperspectral_images
  Models used for our paper submission
  ☆29Updated 6 years ago
• andreybicalho / ExtendedMorphologicalProfiles
  Remote sensed hyperspectral image classification with Spectral-Spatial information provided by the Extended Morphological Profiles
  ☆46Updated 2 years ago
• galad-loth / HSI-Classification
  Hyperspectral image classification with varies image processing and machine learning methods.
  ☆23Updated 7 years ago
• 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 compa…
  ☆24Updated 7 years ago
• hantek / deeplearn_hsi
  Source code for ``Deep Learning-Based Classification of Hyperspectral Data'' published at JSTAR
  ☆105Updated 4 years ago
• YushiChen / Auto-CNN-HSI-Classification
  Code for the paper "Automatic Design of Convolutional Neural Network for Hyperspectral Image Classification"
  ☆59Updated 6 years ago
• stefpant / HSIclassification
  Supervised classification of hyperspectral image(HSI)
  ☆10Updated 6 years ago
• nshaud / HyperGANs
  Generative Adversarial Networks for synthetic hyperspectral data generation.
  ☆46Updated 6 years ago
• MonsterZhZh / DEEP-TENSOR-FACTORIZATION-FOR-HYPERSPECTRAL-IMAGE-CLASSIFICATION
  Hyperspectral image classification by exploring deep tensor facorization, published in IGARSS 2018.
  ☆16Updated 6 years ago
• MeiShaohui / Sensor-Specific-Hyperspectral-Image-Feature-Learning
  Learning Sensor-Specific Spatial-Spectral Features of Hyperspectral Images via Convolutional Neural Networks
  ☆39Updated 8 years ago
• researcher111 / LearningHyperspectral
  This code implements self-learning classifier using an Autoencoder and a Softmax classifier and attempts to classify crops using hyperspe…
  ☆12Updated 9 years ago
• BehnoodRasti / HyFTech-Hyperspectral-Shallow-Deep-Feature-Extraction-Toolbox
  This Toolbox includes Hyperspectral Feature Extraction Techniques including Unsupervised, Supervised, and Deep Feature Extraction
  ☆131Updated 3 years ago
• YonghaoXu / RPNet
  [ISPRS JP&RS 2018] Hyperspectral Image Classification via a Random Patches Network
  ☆57Updated 6 years ago
• Vikki23 / Demo_spectral_spatial_hyperspectral_classification
  This is a code set for spectral-spatial hyperpsectral classifcation, including the EMAP, Gabor, LORSAL, LibSVM, MRF, and LBP methods.
  ☆62Updated last year
• ShoupingShan / Hyperspectral-image-target-detection-based-on-sparse-representation
  Hyperspectral image Target Detection based on Sparse Representation
  ☆77Updated 6 years ago
• suvojit-0x55aa / A2S2K-ResNet
  A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification
  ☆202Updated 2 years ago
• polwork / Learning-and-Transferring-Deep-Joint-Spectral-Spatial-Features-for-Hyperspectral-Classification
  code for paper "Learning and Transferring Deep Joint Spectral-Spatial Features for Hyperspectral Classification"
  ☆14Updated 6 years ago
• AlphaNext / Hyperspectral-Imagery-Classification
  Brief Introduction about Paper : Classification of Hyperspectral Imagery Using a New Fully Convolutional Neural Network
  ☆15Updated 7 years ago