Modeling Images with Undirected Graphical Models
Department of Electrical Engineering and Computer ScienceUniversity of Central FloridaOrlando, Florida, USA
Email: mtappen@eecs.ucf.edu
CONTENTS
16.2.1 Designing the Energy Function—The Need for Graphical Models
16.2.2 Graph Representations of Distributions
16.2.3 Formally Specifying a Graphical Model
16.2.3.1 General Specifications of Graphical Models
16.2.4 Conditional Independence
16.3 Graphical Models for Modeling Image Patches
16.4 Pixel-Based Graphical Models
16.4.1.1 Benefit of MRF Model for Stereo
16.4.2 Modeling Pixels in Natural Images
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