xiaoqiang-lu / LSST
The official PyTorch implementation of our paper (Simple and Efficient: A Semisupervised Learning Framework for Remote Sensing Image Semantic Segmentation) Accepted by TGRS2022
☆19Updated last year
Alternatives and similar repositories for LSST:
Users that are interested in LSST are comparing it to the libraries listed below
- Generalized Few-Shot Meets Remote Sensing: Discovering Novel Classes in Land Cover Mapping via Hybrid Semantic Segmentation Framework☆33Updated 8 months ago
- ☆37Updated 3 years ago
- The source code of DARNet with Pytorch implementation； Remote sensing change detection☆16Updated 2 years ago
- A Semantic Segmentation Method for Remote Sensing Images Combining CNN and Transformer.☆26Updated last year
- ☆15Updated 10 months ago
- Code for Paper < >☆12Updated 8 months ago
- ☆24Updated last year
- ☆12Updated 2 years ago
- A curated list of few-shot segmentation / few shot semantic segmentation / few shot image segmentation in remote sensing imagery.☆18Updated 9 months ago
- [RSE 2022] Cross-sensor domain adaptation for high-spatial resolution urban land-cover mapping: from airborne to spaceborne imagery☆41Updated 2 years ago
- [ISPRS 2024] LoveNAS: Towards Multi-Scene Land-Cover Mapping via Hierarchical Searching Adaptive Network☆28Updated 3 months ago
- The official implement of 《Overcome the Uncertainty Challenges in Detecting Building Changes from Remote Sensing Images》☆33Updated 3 months ago
- ☆22Updated last year
- [IEEE TGRS 2024] Learning Land-Cover Changes from Satellite and Map Data via Object-Guided Transformer☆47Updated 4 months ago
- Cross-city Semantic Segmentation (C2Seg) in Multimodal Remote Sensing: Outcome of the 2023 IEEE WHISPERS C2Seg Challenge☆20Updated 10 months ago
- ☆39Updated last year
- Here is the research experience and code of the MG group☆16Updated 2 years ago
- ☆27Updated 8 months ago
- Danfeng Hong, Bing Zhang, Hao Li, Yuxuan Li, Jing Yao, Chenyu Li, Martin Werner, Jocelyn Chanussot, Alexander Zipf, Xiao Xiang Zhu. Cros…☆59Updated last year
- Remote Sensing Change Detection via Temporal Feature Interaction and Guided Refinement （IEEE TGRS 2022）☆11Updated 2 years ago
- This is the code of CMTFNet: CNN and Multiscale Transformer Fusion Network for Remote Sensing Image Semantic Segmentation☆23Updated last year
- Transformer-based Weakly-Supervised Change Detection. Code for paper: Exploring Effective Priors and Efficient Models for Weakly-Supervis…☆31Updated 11 months ago
- ☆20Updated 2 years ago
- [IEEE TGRS 2022] Unsupervised Multimodal Change Detection Based on Structural Relationship Graph Representation Learning☆39Updated last year
- The core code of "Assisted learning for land use classification: The important role of semantic correlation between heterogeneous images"☆13Updated last year
- Urban change detection with a Dual-Task Siamese network and semi-supervised learning☆22Updated 2 years ago
- [ISPRS J P&RS 2023] Exchange means change: an unsupervised change detection framework based on intra- and inter-image patch exchange☆38Updated last year
- The semantic segmentation of remote sensing images☆36Updated last year
- Plug-and-Play DISep: Separating Dense Instances for Scene-to-Pixel Weakly-Supervised Change Detection in High-Resolution Remote Sensing I…☆17Updated last month
- ☆14Updated 2 months ago