Topic: hyperspectral-image-classification Goto Github

👇 Here are 156 public repositories matching this topic...

andreybicalho / extendedmorphologicalprofiles
hyperspectral-image-classification,Remote sensed hyperspectral image classification with Spectral-Spatial information provided by the Extended Morphological Profiles
User: andreybicalho
extended-morphological-profiles emp morphological-profiling svm-classifier svm hyperspectral-image-classification remote-sensing indianpines morphological-image-processing hyperspectral-imaging

ankurderia / hsi-traditional-to-deep-models
hyperspectral-image-classification,Pytorch and Keras Implementations of Hyperspectral Image Classification -- Traditional to Deep Models: A Survey for Future Prospects.
User: ankurderia
hsi-classification hyperspectral-image-classification deep-learning remote-sensing remote-sensing-image hyperspectral-imaging image-classification convolutional-neural-networks

ankurderia / mft
hyperspectral-image-classification,Pytorch implementation of Multimodal Fusion Transformer for Remote Sensing Image Classification.
User: ankurderia
deep-learning hsi-classification multimodal-datasets multimodal-deep-learning remote-sensing transformer-models hyperspectral-image-classification

b-xi / tip_2022_cmfsl
hyperspectral-image-classification,Few-shot Learning with Class-Covariance Metric for Hyperspectral Image Classification, TIP, 2022
User: b-xi
attention-mechanism few-shot-learning hyperspectral-image-classification

b-xi / tnnls_2022_x-gpn
hyperspectral-image-classification,Semisupervised Cross-scale Graph Prototypical Network for Hyperspectral Image Classification, TNNLS, 2022.
User: b-xi
deep-learning hyperspectral-image-classification prototypical-learning graph-convolutional-networks

capstone-coal / pycoal
hyperspectral-image-classification,Python toolkit for characterizing Coal and Open-pit surface mining impacts on American Lands
Organization: capstone-coal
Home Page: http://capstone-coal.github.io/
coal open-surface-mining surface-mining-activities python classification-algorithm classification hyperspectral-image-classification

cimy-wang / am3net_multimodal_data_fusion
hyperspectral-image-classification,Code for J. Wang, J. Li, Y. Shi, J. Lai and X. Tan, "AM3Net: Adaptive Mutual-learning-based Multimodal Data Fusion Network," in IEEE TCSVT, 2022. We conducted the experiments on the hyperspectral and lidar dataset(Houston and Trento) and multispectral and synthetic aperture radar data (grss-dfc-2007 datasets).
User: cimy-wang
Home Page: https://ieeexplore.ieee.org/abstract/document/9698196/
multi-modal-fusion hyperspectral-lidar-fusion hyperspectral-sar-fusion hyperspectral-image-classification

cjaca / hyperspectral-image-analysis
hyperspectral-image-classification,Spectral Angle Mapper used to classify Hyperspectral Image
User: cjaca
hyperspectral-image-classification python spectral-angle-mapper hyperspectral-image-analysis hyperspectral-imagery-processing

cogsys-tuebingen / deephs_fruit
hyperspectral-image-classification,Measuring the ripeness of fruit with Hyperspectral Imaging and Deep Learning
Organization: cogsys-tuebingen
cnn data-set deep-learning hyperspectral-image-classification hyperspectral-imaging pytorch

daniel-rychlewski / hsi-toolbox
hyperspectral-image-classification,Hyperspectral CNN compression and band selection
User: daniel-rychlewski
autoencoder band-selection convolutional-neural-networks deep-learning feature-extraction feature-selection hsi-toolbox hyperspectral-image-classification hyperspectral-imaging image-classification intel-distiller neural-network neural-network-compression neural-networks pruning python pytorch quantization recurrent-neural-networks svm

dotwang / assmn
hyperspectral-image-classification,[TGRS 2020] The official repo for the paper "Adaptive Spectral-Spatial Multiscale Contextual Feature Extraction for Hyperspectral Image Classification".
User: dotwang
deep-learning hyperspectral-image-classification remote-sensing convlstm lstm python pytorch convolutional-neural-networks computer-vision

dotwang / dcn-t
hyperspectral-image-classification,[TIP 2023] The official repo for the paper "DCN-T: Dual Context Network with Transformer for Hyperspectral Image Classification".
User: dotwang
computer-vision convolutional-neural-networks deep-learning hyperspectral-image-classification image-processing python pytorch remote-sensing semantic-segmantation superpixels

eecn / hyperspectral-classification
hyperspectral-image-classification,Hyperspectral-Classification Pytorch
User: eecn
hyperspectral-image-classification pytorch deeplearning hyperspectral-images hyperspectral-datasets

etpan / ssan
hyperspectral-image-classification,Spectral-Spatial Attention Network for Hyperspectral Image Classification
User: etpan
remote-sensing hyperspectral-image-classification

gokriznastic / hybridsn
hyperspectral-image-classification,A keras based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".
User: gokriznastic
Home Page: https://ieeexplore.ieee.org/document/8736016
hyperspectral-image-classification remote-sensing hyperspectral-imaging 3d-cnn

jaikanthjay46 / hsi-classification-gan
hyperspectral-image-classification,Hyperspectal Image classification using state of the art generative adverserial network
User: jaikanthjay46
gan generative-adversarial-network hyperspectral-image-classification

konstantinosf / classification-of-hyperspectral-image
hyperspectral-image-classification,Classification of the Hyperspectral Image Indian Pines with Convolutional Neural Network
User: konstantinosf
remote-sensing deeplearning hyperspectral-image-classification land-cover keras

leeguandong / 3d-densenet-for-hsi
hyperspectral-image-classification,paper：Three-dimensional densely connected convolutional network for hyperspectral remote sensing image classification
User: leeguandong
hyperspectral-image-classification

leeguandong / fsknet-for-hsi
hyperspectral-image-classification,paper：Faster hyperspectral image classification based on selective kernel mechanism using deep convolutional networks
User: leeguandong
hyperspectral-image-classification

majidseydgar / res-cp
hyperspectral-image-classification,Semi-Supervised Hyperspectral Image Classification
User: majidseydgar
hyperspectral-image-classification semi-supervised-learning pseudo-labeling deep-neural-networks

meishaohui / sensor-specific-hyperspectral-image-feature-learning
hyperspectral-image-classification,Learning Sensor-Specific Spatial-Spectral Features of Hyperspectral Images via Convolutional Neural Networks
User: meishaohui
deep-learning hyperspectral-image-classification caffe hyperspectral

mhaut / hsi-sdecnn
hyperspectral-image-classification,Source code of "A Single Model CNN for Hyperspectral Image Denoising"
User: mhaut
denoising hyperspectral-image-denoising deeplearning hyperspectral-image-classification

mhaut / hyperspectral_deeplearning_review
hyperspectral-image-classification,Code of paper "Deep Learning Classifiers for Hyperspectral Imaging: A Review"
User: mhaut
hyperspectral-image-classification hyperspectral deeplearning review classification

mhaut / presnet-hsi
hyperspectral-image-classification,Source code of "Deep Pyramidal Residual Networks for Spectral–Spatial Hyperspectral Image Classification"
User: mhaut
hyperspectral-image-classification residual-learning deeplearning

nisl-msu / hsi-bandselection
hyperspectral-image-classification,Developing Low-Cost Multispectral Imagers using Inter-Band Redundancy Analysis and Greedy Spectral Selection in Hyperspectral Imaging.
Organization: nisl-msu
feature-selection hyperspectral-image-classification hyperspectral-imaging multispectral-images convolutional-neural-networks pytorch-implementation indian-pines-dataset salinas-dataset

puhongduan / fusion-of-dual-spatial-information-for-hyperspectral-image-classification
hyperspectral-image-classification,Matlab code for Fusion of Dual Spatial Information for Hyperspectral Image Classification, 2020, TGRS
User: puhongduan
hyperspectral hyperspectral-image-classification

purbayankar / hybridsn-pytorch
hyperspectral-image-classification,A pytorch based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".
User: purbayankar
remote-sensing hyperspectral-image-classification 3d-cnn hyperspectral-imaging

seyed-ali-ahmadi / python-for-remote-sensing
hyperspectral-image-classification,python codes for remote sensing applications will be uploaded here. I will try to teach everything I learn during my projects in here.
User: seyed-ali-ahmadi
Home Page: https://www.earthobserv.com/
lidar lidar-point-cloud point-cloud remote-sensing satellite-imagery satellite-images satellite-data python gdal-python gdal gdal-python-libraries pdal python-pdal scikit-learn hyperspectral-image-classification hyperspectral-imaging multispectral-images spacenet-dataset deep-learning machine-learning

shoupingshan / data_fusion_hsi_lidar
hyperspectral-image-classification,HSI and LiDAR image fusion based on Deep Learning
User: shoupingshan
3d-cnn data-fusion deep-learning hsi hyperspectral-image-classification lidar-image-fusion pytorch tensorflow

shoupingshan / hyperspectral-image-target-detection-based-on-sparse-representation
hyperspectral-image-classification,Hyperspectral image Target Detection based on Sparse Representation
User: shoupingshan
hyperspectral-image-classification omp roc-curve sparse-reconstruction svm target-pixel

shuguang-52 / 2018-remotesens-fdssc
hyperspectral-image-classification,A Fast Dense Spectral-Spatial Convolution Network Framework for Hyperspectral Images Classification(Remote Sensing 2018)
User: shuguang-52
Home Page: https://shuguang-52.github.io/fdssc/
cnn-architecture convolutional-neural-networks deep-learning densenet hyperspectral-image-classification remote-sensing

sjliu68 / mdl4ow
hyperspectral-image-classification,S. Liu, Q. Shi and L. Zhang, "Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning," in IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS.2020.3018879.
User: sjliu68
Home Page: https://sjliu.me/MDL4OW/
hyperspectral hyperspectral-image-classification remote-sensing open-set-recognition

spectralpython / spectral
hyperspectral-image-classification,Python module for hyperspectral image processing
Organization: spectralpython
python hyperspectral-image-classification hyperspectral visualization image-processing target-detection anomaly-detection remote-sensing

suvojit-0x55aa / a2s2k-resnet
hyperspectral-image-classification,A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification
User: suvojit-0x55aa
hyperspectral-image-classification remote-sensing hyperspectral-imaging 3d-cnn residual-networks hyperspectral image-classification cnn colab-notebook colab

swalpa / g2c-conv3d-hsi
hyperspectral-image-classification,PyTorch implementation of the paper - Revisiting Deep Hyperspectral Feature Extraction Networks via Gradient Centralized Convolution
User: swalpa
hyperspectral-image-classification hsi-classification deep-learning remote-sensing image-classification convolutional-neural-networks 3d-cnn 2d-cnn

syamkakarla98 / dimensionality-reduction-and-classification-on-hyperspectral-images-using-python
hyperspectral-image-classification, In this repository, You can find the files which implement dimensionality reduction on the hyperspectral image(Indian Pines) with classification.
User: syamkakarla98
python-3 hyperspectral-image-classification matplotlib numpy pandas indian-pines dimensionality-reduction pca classification principal-components

syamkakarla98 / hyperspectral_image_analysis_simplified
hyperspectral-image-classification,The repository contains the implementation of different machine learning techniques such as classification and clustering on Hyperspectral and Satellite Imagery.
User: syamkakarla98
hyperspectral hyperspectral-image-classification python3 tensorflow turorial pandas matplotlib-pyplot plotly classification dimensionality-reduction

ucalyptus / darecnet-bs
hyperspectral-image-classification,[IEEE GRSL] - DARecNet-BS: Unsupervised Dual Attention Reconstruction Network for Hyperspectral Band Selection
User: ucalyptus
Home Page: https://ieeexplore.ieee.org/document/9164906
self-attention attention-mechanism hyperspectral-image-classification remote-sensing pytorch-implementation

weiweisong415 / demo_dffn_for_tgrs2018
hyperspectral-image-classification,A deep learning-based method for hyperspectral image classification, which published in IEEE Trans. Geosci. Remote Sens., 2018.
User: weiweisong415
deep-learning deep-residual-network hyperspectral-image-classification

yonghaoxu / rpnet
hyperspectral-image-classification,[ISPRS JP&RS 2018] Hyperspectral Image Classification via a Random Patches Network
User: yonghaoxu
deep-learning hyperspectral-image-classification matlab

yonghaoxu / sacnet
hyperspectral-image-classification,[IEEE TIP 2021] Self-Attention Context Network: Addressing the Threat of Adversarial Attacks for Hyperspectral Image Classification
User: yonghaoxu
pytorch adversarial-examples adversarial-attacks adversarial-defense hyperspectral-image-classification deep-learning

yonghaoxu / ssfcn
hyperspectral-image-classification,[IEEE TBD 2020] Spectral-Spatial Fully Convolutional Networks for Hyperspectral Image Classification
User: yonghaoxu
deep-learning hyperspectral-image-classification remote-sensing fcn tensorflow

yonghaoxu / ssun
hyperspectral-image-classification,[IEEE TGRS 2018] Spectral-Spatial Unified Networks for Hyperspectral Image Classification
User: yonghaoxu
deep-learning hyperspectral-image-classification remote-sensing keras lstm tensorflow

yuxiangzhang-bit / ieee_tgrs_ldgnet
hyperspectral-image-classification,Language-aware Domain Generalization Network for Cross-Scene Hyperspectral Image Classification, IEEE TGRS, 2023.
User: yuxiangzhang-bit
domain-generalization hyperspectral-image-classification multimodal-learning remote-sensing transfer-learning

yuxiangzhang-bit / ieee_tnnls_gia-cfsl
hyperspectral-image-classification,Graph Information Aggregation Cross-domain Few-shot Learning for Hyperspectral Image Classification. IEEE TNNLS, 2022.
User: yuxiangzhang-bit
cross-domain-adaptation few-shot-learning graph-neural-networks hyperspectral-image-classification

yuxiangzhang-bit / ieee_tnnls_tstnet
hyperspectral-image-classification,Topological Structure and Semantic Information Transfer Network for Cross-Scene Hyperspectral Image Classification. IEEE TNNLS, 2021.
User: yuxiangzhang-bit
domain-adaptation graph-convolutional-networks hyperspectral-image-classification remote-sensing transfer-learning

z-zheng / freenet
hyperspectral-image-classification,FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification (TGRS 2020) https://ieeexplore.ieee.org/document/9007624
User: z-zheng
computer-vision convolutional-neural-network deep-learning geospatial hyperspectral-image-classification remote-sensing

zgr6010 / fusion_hct
hyperspectral-image-classification,G. Zhao, Q. Ye, L. Sun, Z. Wu, C. Pan, and B. Jeon. "Joint Classification of Hyperspectral and LiDAR Data Using a Hierarchical CNN and Transformer," in IEEE TGRS, 2023.
User: zgr6010
cnn fusion hyperspectral-image-classification remote-sensing transformer

zgr6010 / hsi_ssftt
hyperspectral-image-classification,L. Sun, G. Zhao, Y. Zheng, and Z. Wu. "Spectral–Spatial Feature Tokenization Transformer for Hyperspectral Image Classification," in IEEE TGRS, 2022.
User: zgr6010
convolutional-neural-networks deep-learning hyperspectral-image-classification remote-sensing transformer

zilongzhong / ssrn
hyperspectral-image-classification,This is a tensorflow and keras based implementation of SSRNs in the IEEE T-GRS paper "Spectral-Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Framework".
User: zilongzhong
hyperspectral-image-classification spectral-spatial-residual-network deep-learning supervised-learning