Items related to Structured Learning and Prediction in Computer Vision...
Structured Learning and Prediction in Computer Vision (Foundations and Trends (R) in Computer Graphics and Vision): 19 (Foundations and Trends® in Computer Graphics and Vision) - Softcover
Synopsis
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 description of algorithms for both probabilistic inference and maximum a posteriori inference. It also discusses separately recently successful techniques for prediction in general structured models. The second part of Structured Learning and Prediction in Computer Vision describes methods for parameter learning, distinguishing the classic maximum likelihood based methods from the more recent prediction-based parameter learning methods. It highlights developments to enhance current models and discusses kernelized models and latent variable models. Throughout Structured Learning and Prediction in Computer Vision the main text is interleaved with successful computer vision applications of the explained techniques. For convenience the reader can find a summary of the notation used at the end of the book.
"synopsis" may belong to another edition of this title.
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 heads a group for Computer Vision and Machine Learning.
"About this title" may belong to another edition of this title.
Buy New
View this item
£ 73.31
£ 15.03 shipping from U.S.A. to United Kingdom
Destination, rates & speedsSearch results for Structured Learning and Prediction in Computer Vision...
Stock Image
Structured Learning and Prediction in Computer Vision (Foundations and Trends (R) in Computer Graphics and Vision): 19 (Foundations and Trends® in Computer Graphics and Vision) [Paperback] Nowozin, Sebastian and Lampert, Christoph H.
Seller: Hay-on-Wye Booksellers, Hay-on-Wye, HEREF, United Kingdom
Seller rating 5 out of 5 stars
Condition: Fine. NEW/UNUSED - some outer edges have minor scuffs. Textblock has light shelf wear. Content is in new unread condition. Seller Inventory # 59541-11
Quantity: 1 available
Seller Image
Structured Learning and Prediction in Computer Vision
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
Condition: As New. Unread book in perfect condition. Seller Inventory # 12574735
Quantity: Over 20 available
Seller Image
Structured Learning and Prediction in Computer Vision
Seller: GreatBookPrices, Columbia, MD, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 12574735-n
Quantity: Over 20 available
Seller Image
Structured Learning and Prediction in Computer Vision
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 12574735-n
Quantity: Over 20 available
Stock Image
Structured Learning and Prediction in Computer Vision (Foundations and Trends(r) in Computer Graphics and Vision)
Seller: California Books, Miami, FL, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # I-9781601984562
Quantity: Over 20 available
Stock Image
Structured Learning and Prediction in Computer Vision
Published by
now publishers Inc, 2011
ISBN 10: 1601984561
ISBN 13: 9781601984562
New
Paperback / softback
Seller: THE SAINT BOOKSTORE, Southport, United Kingdom
Seller rating 5 out of 5 stars
Paperback / softback. Condition: New. This item is printed on demand. New copy - Usually dispatched within 5-9 working days 313. Seller Inventory # C9781601984562
Quantity: Over 20 available
Seller Image
Structured Learning and Prediction in Computer Vision
Seller: Rarewaves USA United, OSWEGO, IL, U.S.A.
Seller rating 5 out of 5 stars
Paperback. Condition: New. 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 description of algorithms for both probabilistic inference and maximum a posteriori inference. It also discusses separately recently successful techniques for prediction in general structured models.The second part describes methods for parameter learning, distinguishing the classic maximum likelihood based methods from the more recent prediction-based parameter learning methods. It highlights developments to enhance current models and discusses kernelized models and latent variable models. Throughout, the main text is interleaved with successful computer vision applications of the explained techniques. For convenience the reader can find a summary of the notation used at the end of the book. Seller Inventory # LU-9781601984562
Quantity: Over 20 available
Seller Image
Structured Learning and Prediction in Computer Vision
Seller: GreatBookPrices, Columbia, MD, U.S.A.
Seller rating 5 out of 5 stars
Condition: As New. Unread book in perfect condition. Seller Inventory # 12574735
Quantity: Over 20 available
Stock Image
Structured Learning and Prediction in Computer Vision
Print on DemandSeller: PBShop.store UK, Fairford, GLOS, United Kingdom
Seller rating 5 out of 5 stars
PAP. Condition: New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Seller Inventory # IQ-9781601984562
Quantity: 15 available
Stock Image
Structured Learning and Prediction in Computer Vision (Foundations and Trends(r) in Computer Graphics and Vision)
Seller: Ria Christie Collections, Uxbridge, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. In. Seller Inventory # ria9781601984562_new
Quantity: Over 20 available