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Published in:
2014 | OriginalPaper | Chapter
On the Influence of Markovian Models for Contextual-Based Optimum-Path Forest Classification
Authors : D. Osaku, A. L. M. Levada, J. P. Papa
Published in: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Publisher: Springer International Publishing
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Contextual classification considers the information about a sample’s neighborhood to improve standard pixel-based classification approaches. In this work, we evaluated four different Markovian models for Optimum-Path Forest contextual classification considering land use recognition in remote sensing data. Some insights about the situations in which each of them should be applied are stated, as well as the idea behind them is explained.