Object-Oriented Semisupervised Classification of VHR Images by Combining MedLDA and a Bilateral Filter

A Bayesian hierarchical model is presented to classify very high resolution (VHR) images in a semisupervised manner, in which both a maximum entropy discrimination latent Dirichlet allocation (MedLDA) and a bilateral filter are combined into a novel application framework. The primary contribution of...

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Bibliographic Details
Main Authors: Shi He, Hong Tang, Jing Li, Yang Shu, Li Shen
Format: Article
Language:English
Published: Hindawi Limited 2015-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2015/182439