A Deep-Structured Conditional Random Field Model for Object Silhouette Tracking.

In this work, we introduce a deep-structured conditional random field (DS-CRF) model for the purpose of state-based object silhouette tracking. The proposed DS-CRF model consists of a series of state layers, where each state layer spatially characterizes the object silhouette at a particular point i...

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Bibliographic Details
Main Authors: Mohammad Javad Shafiee, Zohreh Azimifar, Alexander Wong
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2015-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0133036