Temporal Pyramid Pooling-Based Convolutional Neural Network for Action Recognition.
IEEE Transactions on Circuits and Systems for Video Technology(2017)
摘要
Encouraged by the success of convolutional neural networks (CNNs) in image classification, recently much effort is spent on applying the CNNs to the video-based action recognition problems. One challenge is that a video contains a varying number of frames, which is incompatible to the standard input format of the CNNs. Existing methods handle this issue either by directly sampling a fixed number o...
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关键词
Three-dimensional displays,Encoding,Solid modeling,Data models,Image classification,Image recognition,Neural networks
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