Remote sensing image classification based on deep learning
☆127Nov 4, 2024Updated last year
Alternatives and similar repositories for Remote-Sensing-Image-Classification
Users that are interested in Remote-Sensing-Image-Classification are comparing it to the libraries listed below
Sorting:
- Deep Leaning (DL) for remote sensing image (RSI) classification.☆34Mar 14, 2024Updated last year
- paper：Multi-Scale Dense Networks for Hyperspectral Remote Sensing Image Classification☆32Aug 3, 2019Updated 6 years ago
- classification of remote sensing images using Convolutional Neural Networks (CNN)☆19Apr 14, 2020Updated 5 years ago
- A Fast Dense Spectral-Spatial Convolution Network Framework for Hyperspectral Images Classification(Remote Sensing 2018)☆86Jul 25, 2019Updated 6 years ago
- Locally Linear Unbiased Randomization Network for Cross-Scene Hyperspectral Image Classification☆12Dec 6, 2023Updated 2 years ago
- Hyperspectral Image Classification☆232Jan 28, 2022Updated 4 years ago
- A PyTorch implementation of paper: Hyperspectral Image Classification Based on 3-D Octave Convolution With Spatial–Spectral Attention Net…☆16May 8, 2022Updated 3 years ago
- MARTA GANs: Unsupervised Representation Learning for Remote Sensing Image Classification☆99Jan 22, 2021Updated 5 years ago
- 深度学习图像分类的入门教程☆313Apr 9, 2019Updated 6 years ago
- Based on Google Earth remote sensing images of Wuhan in 2016, using pre-trained models Alexnet, VGG11, Resnet-50 and Resnet-101 for trans…☆31Nov 18, 2021Updated 4 years ago
- This is a tensorflow and keras based implementation of SSRNs in the IEEE T-GRS paper "Spectral-Spatial Residual Network for Hyperspectral…☆226Dec 26, 2021Updated 4 years ago
- this is an implement of DenseNet using keras ,this project can do Remote sensing image classifiy or retrieval.I trained and evaluated thi…☆46Sep 10, 2018Updated 7 years ago
- Semantic segmentation of remote sensing images.☆10Apr 27, 2019Updated 6 years ago
- Q. Liu, L. Xiao, N. Huang and J. Tang, "Composite Neighbor-Aware Convolutional Metric Networks for Hyperspectral Image Classification," i…☆14Sep 5, 2023Updated 2 years ago
- Classification of Hyperspectral Remote Sensing Images Based on Convolutional Neural Network☆21Apr 9, 2019Updated 6 years ago
- experiemntal code for "A semi-supervised generative framework with deep learning features for high-resolution remote sensing image scene …☆32Mar 22, 2019Updated 6 years ago
- Cross Domain CNN for Hyperspectral Image Classification☆13Apr 8, 2019Updated 6 years ago
- Supervised Contrastive Learning-Based Unsupervised Domain Adaptation for Hyperspectral Image Classification☆25Jun 15, 2025Updated 8 months ago
- paper：Faster hyperspectral image classification based on selective kernel mechanism using deep convolutional networks☆33Aug 13, 2022Updated 3 years ago
- [IEEE Geoscience and Remote Sensing Letters] Remote Sensing Image Classification via Improved Cross-Entropy Loss and Transfer Learning St…☆37Dec 1, 2020Updated 5 years ago
- paper：Three-dimensional densely connected convolutional network for hyperspectral remote sensing image classification☆47May 19, 2019Updated 6 years ago
- Code of paper 《Remote Sensing Image Scene Classification Based on an Enhanced Attention Module》☆11Apr 2, 2020Updated 5 years ago
- A keras based implementation of S3EResBoF in IEEE TGRS paper "Lightweight Spectral-Spatial Squeeze-and-Excitation Residual Bag-of-Feature…☆22Nov 30, 2020Updated 5 years ago
- LFSMIM: A Low-Frequency Spectral Masked Image Modeling Method for Hyperspectral Image Classification☆12Mar 7, 2024Updated last year
- Code for the paper "Automatic Design of Convolutional Neural Network for Hyperspectral Image Classification"☆59May 18, 2019Updated 6 years ago
- MCNN-CP：Hyperspectral Image Classification Using Mixed Convolutions and Covariance Pooling (TGARS 2021)； Oct-MCNN-HS：3D Octave and 2D Van…☆51May 17, 2022Updated 3 years ago
- SENet ResNeXt and Resnet for High-resolution Remote Sensing Scene Clasisification☆38Jan 11, 2018Updated 8 years ago
- ☆18Nov 9, 2021Updated 4 years ago
- Keras implementation of Morphological Convolutional Neural Networks for Hyperspectral Image Classification☆10Nov 25, 2021Updated 4 years ago
- Deep Multi-layer Fusion Dense Network for Hyperspectral Image Classification.☆11Apr 25, 2021Updated 4 years ago
- Local Semantic Feature Aggregation-Based Transformer for Hyperspectral Image Classification☆10Sep 15, 2023Updated 2 years ago
- A tool for CNN multiclass classification based on hyperspectral aerial data.☆19May 29, 2019Updated 6 years ago
- SSDGL: A Spectral-Spatial-Dependent Global Learning Framework for Insufficient and Imbalanced Hyperspectral Image Classification (TCYB202…☆53Jun 17, 2022Updated 3 years ago
- This is a code demo for the paper "Few-shot Hyperspectral Image Classification with Self-supervised Learning"☆23Oct 1, 2023Updated 2 years ago
- 遥感图像的语义分割，基于深度学习，在Tensorflow框架下，利用TF.Keras，运行环境TF2.0+☆314Apr 29, 2020Updated 5 years ago
- Performing a classification of the land-use image provided by a Remote sensing process using a Convolution-Neural-Network trained through…☆14Mar 10, 2021Updated 4 years ago
- 遥感图像的语义分割，分别使用Deeplab V3+(Xception 和mobilenet V2 backbone)和unet模型，keras+python☆217May 30, 2020Updated 5 years ago
- Deep Prototypical Networks With Hybrid Residual Attention for Hyperspectral Image Classification, JSTARS, 2020☆22Jul 17, 2022Updated 3 years ago
- S2EFT: Spectral-Spatial-Elevation Fusion Transformer for hyperspectral image and LiDAR classification☆13Mar 1, 2024Updated 2 years ago