Concepedia

Change detection in images using shape-aware siamese convolutional network

Suicheng Li, Pengcheng Han, Shuhui Bu, Pinmo Tong, Qing Li, Ke Li, Gang Wan

Engineering Applications of Artificial Intelligence · 2020 · 14 citations · 53 references

Concepts

ComputingComputer ScienceComputer VisionMachine VisionChange DetectionChange-point DetectionDeep LearningObject RecognitionShape AnalysisSpatial Change DetectionConvolutional Neural Network-based Change DetectionDeep Learning-based Change DetectionPixel-level Change DetectionSiamese Network-based Change DetectionSiamese Networks

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

Fully convolutional networks for semantic segmentation

Jonathan Long, Evan Shelhamer, Trevor Darrell · 2015 · 36.9K citations

Computing, Computer Science, Computer Vision +13

Automatic differentiation in PyTorch

Adam Paszke, Sam Gross, Soumith Chintala et al. · 2017 · 11.1K citations

Computing, Computer Science, Mathematics +5

Fully Convolutional Networks for Semantic Segmentation

Evan Shelhamer, Jonathan Long, Trevor Darrell · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 11.1K citations

Computing, Computer Science, Computer Vision +13

Carsten Rother, Vladimir Kolmogorov, Andrew Blake · ACM Transactions on Graphics · 2004 · 5.8K citations · Full text

Computing, Computer Science, Computer Graphics +10