CAGPM Faculty Publications

Video compressive sensing using Gaussian mixture models.

A Gaussian mixture model (GMM)-based algorithm is proposed for video reconstruction from temporally compressed video measurements. The GMM is used to model spatio-temporal video patches, and the reconstruction can be efficiently computed based on analytic expressions.

Video generation from text

Copyright © 2018, Association for the Advancement of Artificial Intelligence ( All rights reserved. Generating videos from text has proven to be a significant challenge for existing generative models.