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Probabilistic Graphical Models for Computer Vision introduces probabilistic graphical models (PGMs) for computer vision problems and teaches how to develop the

This fully updated new edition of a uniquely accessible textbook/reference provides a general introduction to probabilistic graphical models (PGMs) from an engi

A general framework for constructing and using probabilistic models of complex systems that would enable a computer to use available information for making deci

A modern treatment focusing on learning and inference, with minimal prerequisites, real-world examples and implementable algorithms.