Modeling natural images using gated MRFs

This paper describes a Markov Random Field for real-valued image modeling that has two sets of latent variables. One set is used to gate the interactions between all pairs of pixels, while the second set determines the mean intensities of each pixel. This is a powerful model with a conditional distr...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	IEEE transactions on pattern analysis and machine intelligence. - 1979. - 35(2013), 9 vom: 20. Sept., Seite 2206-22
1. Verfasser:	Ranzato, Marc'Aurelio (VerfasserIn)
Weitere Verfasser:	Mnih, Volodymyr, Susskind, Joshua M, Hinton, Geoffrey E
Format:	Online-Aufsatz
Sprache:	English
Veröffentlicht:	2013
Zugriff auf das übergeordnete Werk:	IEEE transactions on pattern analysis and machine intelligence
Schlagworte:	Journal Article Research Support, Non-U.S. Gov't