Skip navigation
Skip navigation

Multiclass pixel labeling with non-local matching constraints

Gould, Stephen


A popular approach to pixel labeling problems, such as multiclass image segmentation, is to construct a pairwise conditional Markov random field (CRF) over image pixels where the pairwise term encodes a preference for smoothness within local 4-connected or 8-connected pixel neighborhoods. Recently, researchers have considered higherorder models that encode soft non-local constraints (e.g., label consistency, connectedness, or co-occurrence statistics). These new models and the associated energy...[Show more]

CollectionsANU Research Publications
Date published: 2012
Type: Conference paper
Source: A Simple Prior-free Method for Non-Rigid Structure-from-Motion Factorization
DOI: 10.1109/CVPR.2012.6248002


File Description SizeFormat Image
01_Gould_Multiclass_pixel_labeling_with_2012.pdf536.19 kBAdobe PDF    Request a copy

Items in Open Research are protected by copyright, with all rights reserved, unless otherwise indicated.

Updated:  17 November 2022/ Responsible Officer:  University Librarian/ Page Contact:  Library Systems & Web Coordinator