Search Results for: Learning Structured Prediction Models

Learning Structured Prediction Models

Learning Structured Prediction Models
Author :
Publisher :
Total Pages : 246
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ISBN-10 : STANFORD:36105119706799
ISBN-13 :
Rating : 4/5 (99 Downloads)
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Book Synopsis Learning Structured Prediction Models by : Ben Taskar

Download or read book Learning Structured Prediction Models written by Ben Taskar and published by . This book was released on 2004 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt:


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Learning Structured Prediction Models
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Learning Structured Prediction Models

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An overview of recent work in the field of structured prediction, the building of predictive machine learning models for interrelated and dependent outputs. The
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Most of the real world applications can be formulated as structured learning problems, in which the output domain can be arbitrary, e.g., a sequence or a graph.
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Structured Learning and Prediction in Computer Vision introduces the reader to the most popular classes of structured models in computer vision.
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Learning Structured Prediction Models for Image Labeling

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Many fundamental tasks in computational vision can be formulated as predicting unknown properties of a scene from a static image. If the scene property is descr