An ICA Mixture Hidden Markov Model for Video Content Analysis

By Jian Zhou, Xiao-Ping Zhang. 2008

23 citations recorded by the source corpus.

Subfields: Signal Processing

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Signal Processing

1. Hermanni Hälvä
2. Aapo Hyvärinen
3. Bernhard Schölkopf
4. Kun Zhang
5. Dominik Janzing
6. Andrew Y. Ng
7. Adam Coates
8. Yoshua Bengio

Citations in the corpus

• Hidden Markov Nonlinear ICA: Unsupervised Learning from Nonstationary Time Series (2020, background): “This idea has been proposed earlier for linear ICA (Penny et al., 2000; Zhou and Zhang, 2008) but their identifiability and estimation results do not directly extend to the nonlinear case.”