Zhiyong Zhou
Zhiyong Zhou
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Reasoning cartographic knowledge in deep learning-based map generalization with explainable AI
This research investigates what cartographic knowledge have been learned by deep learning models in map generalization.
Cheng Fu
,
Zhiyong Zhou
,
Robert Weibel
Project
DOI
Move and remove: Multi-task learning for building simplification in vector maps with a graph convolutional neural network
This research proposes a multi-task learning method with graph convolutional neural networks. The proposed method formulates the building simplification problem as a joint task of node removal classification and node movement regression.
Zhiyong Zhou
,
Cheng Fu
,
Robert Weibel
Project
DOI
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