scp19801980 / Remote-sensing-scene-classification
For the remote sensing scene classification task in complex background, we proposed a lightweight convolutional neural network with bilinear feature extraction structure. The idea of branch feature fusion was proposed to fuse the extracted features of different branches.
☆38Updated 4 years ago
Related projects: ⓘ
- Based on Google Earth remote sensing images of Wuhan in 2016, using pre-trained models Alexnet, VGG11, Resnet-50 and Resnet-101 for trans…☆27Updated 2 years ago
- AliBahri94 / Remote-Sensing-Image-Classification-via-Improved-Cross-Entropy-Loss-and-Transfer-Learning-StrategyRemote Sensing Image Classification via Improved Cross-Entropy Loss and Transfer Learning Strategy Based on Deep Convolutional Neural Net…☆27Updated 3 years ago
- Deeplab v3_Plus for semantic segmentation of remote sensing(pytorch)☆46Updated 4 years ago
- Deep Leaning (DL) for remote sensing image (RSI) classification.☆32Updated 6 months ago
- This is the code of the paper Multiple Spectral Resolution 3D Convolutional Neural Network for Hyperspectral Image Classification. And th…☆25Updated 2 years ago
- Danfeng Hong, Lianru Gao, Naoto Yokoya, Jing Yao, Jocelyn Chanussot, Qian Du, Bing Zhang. More Diverse Means Better: Multimodal Deep Lear…☆103Updated 2 years ago
- experiemntal code for "A semi-supervised generative framework with deep learning features for high-resolution remote sensing image scene …☆33Updated 5 years ago
- Semantic segmentation of remote sensing image, using DeepLabv3(PyTorch)☆62Updated 5 years ago
- Fully Convolutional Siamese Networks for Change Detectionno☆55Updated 5 years ago
- 2021珠海数据开放创新应用大赛(卫星遥感数据分析)☆28Updated 3 years ago
- Remote sensing image classification based on deep learning☆113Updated 2 years ago
- ☆41Updated 4 years ago
- ☆46Updated 5 months ago
- Hyperspectral remote sensing image classification based on deep learning☆19Updated 5 years ago
- codes for TGRS paper: Graph Relation Network: Modeling Relations between Scenes for Multi-Label Remote Sensing Image Classification and R…☆35Updated 4 years ago
- IEEE GRSL: Integrating spatial details with long-range contexts for semantic segmentation of very high resolution remote sensing images☆29Updated 3 months ago
- Pytorch Codes for the paper 'MP-ResNet: Multi-path Residual Network for the Semantic segmentation of High-Resolution PolSAR Images'☆36Updated 3 years ago
- Danfeng Hong, JIngliang Hu, Jing Yao, Jocelyn Chanussot, Xiao Xiang Zhu. Multimodal Remote Sensing Benchmark Datasets for Land Cover Clas…☆98Updated last year
- Code of paper 《Remote Sensing Image Scene Classification Based on an Enhanced Attention Module》☆10Updated 4 years ago
- Semantic Segmentation Network with Spatial and Channel Attention Mechanism for High-Resolution Remote Sensing Images☆96Updated 4 years ago
- Boundary Enhancement Semantic Segmentation for Building Extraction from Remote Sensed Image☆25Updated 2 years ago
- S. Liu, Q. Shi and L. Zhang, "Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning," in IEEE Tr…☆51Updated 3 years ago
- The semantic segmentation of remote sensing images☆29Updated 11 months ago
- an unoffice reimpliment for main remote sensing change detection network. including CDNet FC-EF FC-EF-conc FC-EF-diff FC-EF-Res FCN-PP U…☆74Updated 4 years ago
- The implementation of FDCNN in paper - A Feature Difference Convolutional Neural Network-Based Change Detection Method☆72Updated 4 years ago
- apply deeplabv3+ into remote sensing field, especially for semantic segmentation.☆14Updated 4 years ago
- This repository contains the software developed for the project of Heterogeneous Change Detection in Remote Sensing Images.☆106Updated last month
- Online !!! Application of an efficient transformer improved based on Swin transformer on remote sensing segmentation☆74Updated 2 years ago
- S3ANet: Spatial-Scattering Separated Attention Network for Polarimetric SAR Image Classification☆14Updated 4 years ago
- A DEMO for "Attention-Based Second-Order Pooling Network for Hyperspectral Image Classification" (Xue et al., TGRS, 2021)☆27Updated 5 months ago