Title :
Guest Editors’ Introduction: Special Section on Higher Order Graphical Models in Computer Vision
Author :
Alahari, Karteek ; Batra, Dhruv ; Ramalingam, Srikumar ; Paragios, Nikos ; Zemel, Richard
Abstract :
The papers in this special section address the programs and services supported by graphical models in computer vision. This section explores the main challenges in this framework???modeling novel priors, learning, inference???and presents innovative solutions. The papers cover the aspects of modeling novel priors, inference algorithms and parameter learning methods in the context of higher order graphical models.
Keywords :
Computer vision; Graphical models; Inference algorithms; Markov processes; Special issues and sections;
Journal_Title :
Pattern Analysis and Machine Intelligence, IEEE Transactions on
DOI :
10.1109/TPAMI.2015.2434651
