Now showing items 1-2 of 2

    • Adaptive temporal compressive sensing for video 

      Yuan, X; Yang, J; Llull, P; Liao, X; Sapiro, G; Brady, DJ; Carin, L (2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings, 2013-12-01)
      This paper introduces the concept of adaptive temporal compressive sensing (CS) for video. We propose a CS algorithm to adapt the compression ratio based on the scene's temporal complexity, computed from the compressed data, ...
    • Non-Gaussian discriminative factor models via the max-margin rank-likelihood 

      Yuan, X; Henao, R; Tsalik, EL; Langley, RJ; Carin, L (32nd International Conference on Machine Learning, ICML 2015, 2015-01-01)
      Copyright © 2015 by the author(s).We consider the problem of discriminative factor analysis for data that are in general non-Gaussian. A Bayesian model based on the ranks of the data is proposed. We first introduce a new ...