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.
☆40Updated 4 years ago
Alternatives and similar repositories for Remote-sensing-scene-classification:
Users that are interested in Remote-sensing-scene-classification are comparing it to the libraries listed below
- Based on Google Earth remote sensing images of Wuhan in 2016, using pre-trained models Alexnet, VGG11, Resnet-50 and Resnet-101 for trans…☆28Updated 3 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…☆31Updated 4 years ago
- Deeplab v3_Plus for semantic segmentation of remote sensing(pytorch)☆46Updated 5 years ago
- experiemntal code for "A semi-supervised generative framework with deep learning features for high-resolution remote sensing image scene …☆32Updated 6 years ago
- the official TangXu's group released codes about the Remote Sensing images classificaiton☆32Updated 3 months ago
- SKAL for remote sensing scene image classification☆35Updated 10 months ago
- Code of paper 《Remote Sensing Image Scene Classification Based on an Enhanced Attention Module》☆10Updated 5 years ago
- Danfeng Hong, Lianru Gao, Naoto Yokoya, Jing Yao, Jocelyn Chanussot, Qian Du, Bing Zhang. More Diverse Means Better: Multimodal Deep Lear…☆111Updated 4 months ago
- Fully Convolutional Siamese Networks for Change Detectionno☆57Updated 5 years ago
- codes for TGRS paper: Graph Relation Network: Modeling Relations between Scenes for Multi-Label Remote Sensing Image Classification and R…☆36Updated 4 years ago
- Deep Leaning (DL) for remote sensing image (RSI) classification.☆34Updated last year
- 2021珠海数据开放创新应用大赛(卫星遥感数据分析)☆29Updated 3 years ago
- Boundary Enhancement Semantic Segmentation for Building Extraction from Remote Sensed Image☆29Updated 3 years ago
- The semantic segmentation of remote sensing images☆36Updated last year
- The code of Adaptive Fusion Network for Remote Sensing Image Semantic Segmentation.☆9Updated 4 years ago
- This is the code of the paper Multiple Spectral Resolution 3D Convolutional Neural Network for Hyperspectral Image Classification. And th…☆27Updated 2 years ago
- Pytorch codes for 'LANet: Local Attention Embedding to Improve the Semantic Segmentation of Remote Sensing Images'☆51Updated 3 years ago
- ☆64Updated 10 months ago
- Danfeng Hong, JIngliang Hu, Jing Yao, Jocelyn Chanussot, Xiao Xiang Zhu. Multimodal Remote Sensing Benchmark Datasets for Land Cover Clas…☆113Updated 3 months ago
- Topological Structure and Semantic Information Transfer Network for Cross-Scene Hyperspectral Image Classification. IEEE TNNLS, 2021.☆53Updated last year
- Remote sensing image classification based on deep learning☆122Updated 5 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…☆78Updated 5 years ago
- Semantic segmentation of remote sensing image, using DeepLabv3(PyTorch)☆71Updated 5 years ago
- 2021“昇腾杯”遥感影像智能处理算法掌握发展过程三等奖(TOP5)方案分析:https://zhuanlan.zhihu.com/p/453136594解决方案说明: train.py 用于训练 test.py 用于推理☆39Updated 3 years ago
- Xin Wu, Danfeng Hong, Jocelyn Chanussot. Convolutional Neural Networks for Multimodal Remote Sensing Data Classification, IEEE Transactio…☆51Updated 3 years ago
- This is the reserch code of the IEEE TIP paper “Rotation-Invariant Attention Network for Hyperspectral Image Classification”.☆13Updated 2 years ago
- remote sensing image classification and image caption by PyTorch☆53Updated 5 years ago
- A pytorch project of the algorithm FCD-GAN. Fully Convolutional Change Detection Framework with Generative Adversarial Network (FCD-GAN) …☆75Updated 11 months ago
- This repository contains the software developed for the project of Heterogeneous Change Detection in Remote Sensing Images.☆110Updated 8 months ago
- Hyperspectral Image Classification☆212Updated 3 years ago