Concepedia

Multi-granularity siamese transformer-based change detection in remote sensing imagery

Lei Song, Min Xia, Xu Yao, Liguo Weng, Kai Hu, Haifeng Lin, Ming Qian

Engineering Applications of Artificial Intelligence · 2024 · 19 citations · 78 references

Concepts

Natural SciencesEarth SciencesGeoinformaticsComputer VisionRemote SensingChange DetectionDigital Image ProcessingLand Cover Change DetectionRemote Sensing Change DetectionRemote Sensing Image AnalysisSpatial Change DetectionChange Detection From Remote SensingLand Change DetectionPixel-level Change DetectionRemote Sensing SystemsSiamese Network-based Change Detection

References

78

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 222.1K citations · Full text

Computing, Computer Science, Computer Vision +11

MizAR 60 for Mizar 50

DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) · 2023 · 76.3K citations · Full text

Computing, Computer Science, Computational Linguistics +14

Swin Transformer: Hierarchical Vision Transformer using Shifted Windows

Ze Liu, Yutong Lin, Yue Cao et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 30.1K citations

Computing, Computer Science, Computer Vision +16

Squeeze-and-Excitation Networks

Jie Hu, Li Shen, Gang Sun · 2018 · 28.4K citations

Computing, Computer Science, Computer Vision +11

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017 · 22.1K citations

Computing, Computer Science, Computer Vision +14