Sparse 3D convolutional neural networks 论文

2015引用 232
DOI
Human Pose and Action Recognition3D Shape Modeling and AnalysisAdvanced Neural Network Applications
人工智能Advanced Neural Network ApplicationsHuman Pose and Action Recognition3D Shape Modeling and Analysis
相关技术:3D Shape Modeling and AnalysisAdvanced Neural Network ApplicationsHuman Pose and Action Recognition
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摘要

We have implemented a convolutional neural network designed for processing sparse three-dimensional input data. The world we live in is three dimensional so there are a large number of potential applications including 3D object recognition and analysis of space-time objects. In the quest for efficiency, we experiment with CNNs on the 2D triangular-lattice and 3D tetrahedral-lattice.

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Ben Graham

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3D Shape Modeling and AnalysisAdvanced Neural Network ApplicationsHuman Pose and Action Recognition

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