[PDF.90th] Structured Learning and Prediction in Computer Vision (Foundations and Trends(r) in Computer Graphics and Vision)

Structured Learning and Prediction in Computer Vision (Foundations and Trends(r) in Computer Graphics and Vision)

[PDF.ce48] Structured Learning and Prediction in Computer Vision (Foundations and Trends(r) in Computer Graphics and Vision)

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 | #6194121 in Books |  Now Publishers Inc |  2011-05-10 | Original language:English | PDF # 1 |  9.21 x.42 x6.14l,.62 | File type: PDF | 196 pages

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||About the Author|Sebastian Nowozin is a Researcher in the Machine Learning and Perception group (MLP) at Microsoft Research, Cambridge, England.

Christoph H. Lampert is Assistant Professor at the Institute of Science and Technology Austria, where he h

Powerful statistical models that can be learned efficiently from large amounts of data are currently revolutionizing computer vision. These models possess a rich internal structure reflecting task-specific relations and constraints. Structured Learning and Prediction in Computer Vision introduces the reader to the most popular classes of structured models in computer vision. The focus is on discrete undirected graphical models which are covered in detail together with a...

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