Learning Sparse Generative Models of Audiovisual Signals

Other literature type, Conference object OPEN
Monaci, Gianluca ; Sommer, Friedrich ; Vandergheynst, Pierre (2008)
  • Related identifiers: doi: 10.5281/zenodo.41060
  • Subject: lts2 | multimodal | sparsity | learning
    arxiv: Computer Science::Graphics

This paper presents a novel framework to learn sparse represen- tations for audiovisual signals. An audiovisual signal is modeled as a sparse sum of audiovisual kernels. The kernels are bimodal functions made of synchronous audio and video components that can be ... View more
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