Deep learning of invariant spatio-temporal features from video

We present a novel hierarchical and distributed model for learning invariant spatio-temporal features from video. Our approach builds on previous deep learning methods and uses the Convolutional Restricted Boltzmann machine (CRBM) as a building block. Our model, called the Space-Time Deep Belief Net...

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Bibliographic Details
Main Author: Chen, Bo
Language:English
Published: University of British Columbia 2010
Online Access:http://hdl.handle.net/2429/27651