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文献整理

目标识别

📘Blurry dense object extraction based on buffer parsing network for high-resolution satellite remote sensing imagery[ISPRS Journal of Photogrammetry and Remote Sensing(2024)]

Paper | Github Code

📘Generalized few-shot object detection in remote sensing images[ISPRS Journal of Photogrammetry and Remote Sensing(2022)]

Paper | Github Code

📘Scribble-based boundary-aware network for weakly supervised salient object detection in remote sensing images[ISPRS Journal of Photogrammetry and Remote Sensing(2022)]

Paper | Github Code

📘ISNet: Towards Improving Separability for Remote Sensing Image Change Detection[IEEE Transactions on Geoscience and Remote Sensing(2022)]

Paper | Github Code

📘SDGH-Net: Ship Detection in Optical Remote Sensing Images Based on Gaussian Heatmap Regression[Remote Sens.(2021)]

Paper | Github Code

📘SNUNet-CD: A Densely Connected Siamese Network for Change Detection of VHR Images[IEEE Geoscience and Remote Sensing Letters (2021)]

Paper | Github Code

语义分割

📘Swin Transformer Embedding UNet for Remote Sensing Image Semantic Segmentation[IEEE Transactions on Geoscience and Remote Sensing(2022)]

Paper | Github Code

📘SCAttNet: Semantic Segmentation Network With Spatial and Channel Attention Mechanism for High-Resolution Remote Sensing Images[IEEE Geoscience and Remote Sensing Letters(2020)]

Paper | Github Code

📘MAP-Net: Multiple Attending Path Neural Network for Building Footprint Extraction From Remote Sensed Imagery[ IEEE Transactions on Geoscience and Remote Sensing (2020)]

Paper | Github Code

📘UNetFormer: A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery[ISPRS Journal of Photogrammetry and Remote Sensing(2022)]

Paper | Github Code

变化检测

📘Remote Sensing Image Change Detection With Transformers[ IEEE Transactions on Geoscience and Remote Sensing(2021)]

Paper | Github Code

📘A Spatial-Temporal Attention-Based Method and a New Dataset for Remote Sensing Image Change Detection[Computational Intelligence and Advanced Learning Techniques in Remote Sensing (2020)]

Paper | Github Code

📘Deep building footprint update network: A semi-supervised method for updating existing building footprint from bi-temporal remote sensing images[Remote Sensing of Environment (2021)]

Paper | Github Code

📘ESCNet: An End-to-End Superpixel-Enhanced Change Detection Network for Very-High-Resolution Remote Sensing Images[ IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2021)]

Paper | Github Code

📘A deeply supervised image fusion network for change detection in high resolution bi-temporal remote sening images[ IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2020)]

Paper | Github Code

建筑物高度识别

📘A Deep Learning Method For Building Height Estimation Using High-Resolution Multi-View Imagery Over Urban Areas: A Case Study Of 42 Chinese Cities[ Remote Sensing of Environment (2021)]

Paper | Github Code

📘HTC-DC Net: Monocular Height Estimation from Single Remote Sensing Images[IEEE Transactions on Geoscience and Remote Sensing (2023)]

Paper | Github Code

📘National-scale mapping of building height using Sentinel-1 and Sentinel-2 time series[ Remote Sensing of Environment (2021)]

Paper | Github Code