Hierarchical Surface Prediction.
IEEE Transactions on Pattern Analysis and Machine Intelligence(2020)
摘要
Recently, Convolutional Neural Networks have shown promising results for 3D geometry prediction. They can make predictions from very little input data such as a single color image. A major limitation of such approaches is that they only predict a coarse resolution voxel grid, which does not capture the surface of the objects well. We propose a general framework, called hierarchical surface predict...
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关键词
Three-dimensional displays,Geometry,Image color analysis,Shape,Octrees,Color,Surface reconstruction
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