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Minimizing Dynamic and Higher Order Energy Functions using Graph Cuts - Kohli, Pushmeet
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Kohli, Pushmeet:
Minimizing Dynamic and Higher Order Energy Functions using Graph Cuts - Taschenbuch

2010, ISBN: 9783838389097

[ED: Taschenbuch / Paperback], [PU: LAP Lambert Academic Publishing], Over the last few years energy minimization has emerged as an indispensable tool in computer vision. The scale and form of computer vision problems introduce many challenges in energy minimization. This book focused on some aspects of these problems. The first problem it addresses relates to the efficient and exact minimization of groups of similar functions which are known to be solvable in polynomial time. A novel dynamic algorithm for minimizing such functions will be presented. This algorithm reuses computation from previous problem instances to solve new instances resulting in a substantial improvement in the running time. The second part of the book deals with the minimization of higher order functions which are able to model interactions among groups of random variables and can be used to formulate many vision problems. We will see how certain higher order energy functions can be minimized using the graph cut based expansion and swap move algorithms. The book presents results on the problems of interactive image segmentation, image segmentation in video, and human pose estimation and segmentation., DE, [SC: 0.00], Neuware, gewerbliches Angebot, 152, Selbstabholung und Barzahlung, PayPal, offene Rechnung, Banküberweisung, Internationaler Versand

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Minimizing Dynamic and Higher Order Energy Functions using Graph Cuts - Pushmeet Kohli
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Pushmeet Kohli:
Minimizing Dynamic and Higher Order Energy Functions using Graph Cuts - Taschenbuch

ISBN: 9783838389097

[ED: Taschenbuch], [PU: LAP Lambert Acad. Publ.], Neuware - Over the last few years energy minimization has emerged as an indispensable tool in computer vision. The scale and form of computer vision problems introduce many challenges in energy minimization. This book focused on some aspects of these problems. The first problem it addresses relates to the efficient and exact minimization of groups of similar functions which are known to be solvable in polynomial time. A novel dynamic algorithm for minimizing such functions will be presented. This algorithm reuses computation from previous problem instances to solve new instances resulting in a substantial improvement in the running time. The second part of the book deals with the minimization of higher order functions which are able to model interactions among groups of random variables and can be used to formulate many vision problems. We will see how certain higher order energy functions can be minimized using the graph cut based expansion and swap move algorithms. The book presents results on the problems of interactive image segmentation, image segmentation in video, and human pose estimation and segmentation., DE, [SC: 23.00], Neuware, gewerbliches Angebot, 220x150x9 mm, 152, [GW: 243g], PayPal, offene Rechnung, Banküberweisung, sofortueberweisung.de, Internationaler Versand

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Minimizing Dynamic and Higher Order Energy Functions using Graph Cuts - Kohli, Pushmeet
Vergriffenes Buch, derzeit bei uns nicht verfügbar.
(*)
Kohli, Pushmeet:
Minimizing Dynamic and Higher Order Energy Functions using Graph Cuts - Taschenbuch

2010, ISBN: 9783838389097

[ED: Taschenbuch / Paperback], [PU: LAP Lambert Academic Publishing], Over the last few years energy minimization has emerged as an indispensable tool in computer vision. The scale and form of computer vision problems introduce many challenges in energy minimization. This book focused on some aspects of these problems. The first problem it addresses relates to the efficient and exact minimization of groups of similar functions which are known to be solvable in polynomial time. A novel dynamic algorithm for minimizing such functions will be presented. This algorithm reuses computation from previous problem instances to solve new instances resulting in a substantial improvement in the running time. The second part of the book deals with the minimization of higher order functions which are able to model interactions among groups of random variables and can be used to formulate many vision problems. We will see how certain higher order energy functions can be minimized using the graph cut based expansion and swap move algorithms. The book presents results on the problems of interactive image segmentation, image segmentation in video, and human pose estimation and segmentation., DE, Neuware, gewerbliches Angebot, 152, Selbstabholung und Barzahlung, PayPal, offene Rechnung, Banküberweisung, Internationaler Versand

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Minimizing Dynamic and Higher Order Energy Functions using Graph Cuts - Pushmeet Kohli
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Pushmeet Kohli:
Minimizing Dynamic and Higher Order Energy Functions using Graph Cuts - neues Buch

2010, ISBN: 9783838389097

ID: 810569430

Over the last few years energy minimization has emerged as an indispensable tool in computer vision. The scale and form of computer vision problems introduce many challenges in energy minimization. This book focused on some aspects of these problems. The first problem it addresses relates to the efficient and exact minimization of groups of similar functions which are known to be solvable in polynomial time. A novel dynamic algorithm for minimizing such functions will be presented. This algorithm reuses computation from previous problem instances to solve new instances resulting in a substantial improvement in the running time. The second part of the book deals with the minimization of higher order functions which are able to model interactions among groups of random variables and can be used to formulate many vision problems. We will see how certain higher order energy functions can be minimized using the graph cut based expansion and swap move algorithms. The book presents results on the problems of interactive image segmentation, image segmentation in video, and human pose estimation and segmentation. Minimizing Dynamic and Higher Order Energy Functions using Graph Cuts Buch (fremdspr.) Taschenbuch 30.07.2010 Bücher>Fremdsprachige Bücher>Englische Bücher, LAP Lambert Academic Publishing, .201

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Minimizing Dynamic and Higher Order Energy Functions using Graph Cuts - Kohli, Pushmeet
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Minimizing Dynamic and Higher Order Energy Functions using Graph Cuts - neues Buch

2010, ISBN: 3838389093

ID: A10361491

Kartoniert / Broschiert, mit Schutzumschlag neu, [PU:LAP Lambert Acad. Publ.]

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Details zum Buch
Minimizing Dynamic and Higher Order Energy Functions using Graph Cuts

Over the last few years energy minimization has emerged as an indispensable tool in computer vision. The scale and form of computer vision problems introduce many challenges in energy minimization. This book focused on some aspects of these problems. The first problem it addresses relates to the efficient and exact minimization of groups of similar functions which are known to be solvable in polynomial time. A novel dynamic algorithm for minimizing such functions will be presented. This algorithm reuses computation from previous problem instances to solve new instances resulting in a substantial improvement in the running time. The second part of the book deals with the minimization of higher order functions which are able to model interactions among groups of random variables and can be used to formulate many vision problems. We will see how certain higher order energy functions can be minimized using the graph cut based expansion and swap move algorithms. The book presents results on the problems of interactive image segmentation, image segmentation in video, and human pose estimation and segmentation.

Detailangaben zum Buch - Minimizing Dynamic and Higher Order Energy Functions using Graph Cuts


EAN (ISBN-13): 9783838389097
ISBN (ISBN-10): 3838389093
Taschenbuch
Erscheinungsjahr: 2010
Herausgeber: LAP Lambert Acad. Publ.
152 Seiten
Gewicht: 0,243 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 01.06.2007 17:00:46
Buch zuletzt gefunden am 21.03.2018 23:23:45
ISBN/EAN: 9783838389097

ISBN - alternative Schreibweisen:
3-8383-8909-3, 978-3-8383-8909-7


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