Concepedia

Deep learning-based remote and social sensing data fusion for urban region function recognition

Rui Cao, Wei Tu, Cuixin Yang, Qing Li, Jun Liu, Jiasong Zhu, Qian Zhang, Qingquan Li, Guoping Qiu

ISPRS Journal of Photogrammetry and Remote Sensing · 2020 · 199 citations · 53 references

Concepts

ComputingComputer ScienceGeoinformaticsMachine LearningRemote SensingSensor FusionDeep LearningFeature-level FusionGeospatial Data FusionGeospatial Machine LearningRemote Sensing Image AnalysisUrban Remote SensingData FusionDeep Learning-based Data FusionDeep Learning-based FusionMultimodal Geospatial Data FusionRemote Sensing Data FusionRemote Sensing Image FusionSpatial Feature Fusion

References

53

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

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

ImageNet: A large-scale hierarchical image database

Jia Deng, Wei Dong, Richard Socher et al. · 2009 IEEE Conference on Computer Vision and Pattern Recognition · 2009 · 61.8K citations

Computing, Computer Science, Computer Vision +12

PyTorch: An Imperative Style, High-Performance Deep Learning Library

Adam Paszke, Sam Gross, Francisco Massa et al. · arXiv (Cornell University) · 2019 · 16.2K citations · Full text

Computing, Computer Science, High-performance Computing +11

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2015 · 11.4K citations

Computing, Computer Science, Computer Vision +16