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Robust and Efficient 3-D Optical Flow Computing Framework, with scalable and flexible numerical methods - Chang-Ming Tsai
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Chang-Ming Tsai:

Robust and Efficient 3-D Optical Flow Computing Framework, with scalable and flexible numerical methods - neues Buch

2009, ISBN: 9783639173000

ID: 1001004010193613

This book presents a framework that improves the robustness and accuracy in computing dense optical-flow fields. We propose a global formulation with a regularization term that can handle the 3D flow patterns, such as rotation, zoom, and their combinations, induced by a 3D rigid-body motion. The movitation of this book is that the traditional optical flow regularizers incorrectly penalize the above 3D flow patterns and result in biased estimates. Hence, the purpose of this work is to derive a ne..., This book presents a framework that improves the robustness and accuracy in computing dense optical-flow fields. We propose a global formulation with a regularization term that can handle the 3D flow patterns, such as rotation, zoom, and their combinations, induced by a 3D rigid-body motion. The movitation of this book is that the traditional optical flow regularizers incorrectly penalize the above 3D flow patterns and result in biased estimates. Hence, the purpose of this work is to derive a new suite of regularization expressions that treat all valid flow patterns resulting from a 3D rigid-body motion equally, without unfairly penalizing any of them. Furthermore, we develop a framework of optical flow computation and flow model inference method. The proposed framework can fully utilize the power of the proposed 3D rigid body motion regularizers. The proposed framework is well suited for implementing real-time and high accuracy image and video processing applications. Productinformatie: Taal: Engels; Afmetingen: 8x229x152 mm; Gewicht: 233,00 gram; ISBN10: 3639173007; ISBN13: 9783639173000; , Engels | Paperback | 2009, Computer, Meer computer, Computerwetenschap, Computer, Meer computer, Meer, Mairdumont Gmbh & Co. Kg

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Robust and Efficient 3-D Optical Flow Computing Framework - Chang-Ming Tsai
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Chang-Ming Tsai:

Robust and Efficient 3-D Optical Flow Computing Framework - neues Buch

ISBN: 9783639173000

ID: 4e5fc13b1b054cfecaf781982e0ac92c

with scalable and flexible numerical methods This book presents a framework that improves the robustness and accuracyin computing dense optical-flow fields. We propose a global formulationwith a regularization term that can handle the 3D flow patterns, such as rotation, zoom, and their combinations, induced by a 3D rigid-body motion. The movitation of this book is that the traditionaloptical flow regularizers incorrectly penalize the above 3D flow patterns andresult in biased estimates. Hence, the purpose of this work is to derive a new suite of regularization expressions that treat all valid flow patterns resulting from a 3D rigid-body motion equally, without unfairly penalizing any of them. Furthermore, we develop a framework of optical flow computation and flow model inference method. The proposed framework can fully utilize the power of the proposed 3D rigid body motion regularizers. The proposed framework is well suited for implementing real-time and high accuracy image and video processing applications. Bücher / Fremdsprachige Bücher / Englische Bücher 978-3-639-17300-0, VDM Verlag

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Robust and Efficient 3-D Optical Flow Computing Framework - Chang-Ming Tsai
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Chang-Ming Tsai:
Robust and Efficient 3-D Optical Flow Computing Framework - neues Buch

ISBN: 9783639173000

ID: 112156751

This book presents a framework that improves the robustness and accuracyin computing dense optical-flow fields. We propose a global formulationwith a regularization term that can handle the 3D flow patterns, such as rotation, zoom, and their combinations, induced by a 3D rigid-body motion. The movitation of this book is that the traditionaloptical flow regularizers incorrectly penalize the above 3D flow patterns andresult in biased estimates. Hence, the purpose of this work is to derive a new suite of regularization expressions that treat all valid flow patterns resulting from a 3D rigid-body motion equally, without unfairly penalizing any of them. Furthermore, we develop a framework of optical flow computation and flow model inference method. The proposed framework can fully utilize the power of the proposed 3D rigid body motion regularizers. The proposed framework is well suited for implementing real-time and high accuracy image and video processing applications. with scalable and flexible numerical methods Buch (fremdspr.) Bücher>Fremdsprachige Bücher>Englische Bücher, VDM Verlag

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Robust and Efficient 3-D Optical Flow Computing Framework - Chang-Ming Tsai
Vergriffenes Buch, derzeit bei uns nicht verfügbar.
(*)
Chang-Ming Tsai:
Robust and Efficient 3-D Optical Flow Computing Framework - neues Buch

ISBN: 9783639173000

ID: 4e5fc13b1b054cfecaf781982e0ac92c

with scalable and flexible numerical methods This book presents a framework that improves the robustness and accuracy in computing dense optical-flow fields. We propose a global formulation with a regularization term that can handle the 3D flow patterns, such as rotation, zoom, and their combinations, induced by a 3D rigid-body motion. The movitation of this book is that the traditional optical flow regularizers incorrectly penalize the above 3D flow patterns and result in biased estimates. Hence, the purpose of this work is to derive a new suite of regularization expressions that treat all valid flow patterns resulting from a 3D rigid-body motion equally, without unfairly penalizing any of them. Furthermore, we develop a framework of optical flow computation and flow model inference method. The proposed framework can fully utilize the power of the proposed 3D rigid body motion regularizers. The proposed framework is well suited for implementing real-time and high accuracy image and video processing applications. Bücher / Fremdsprachige Bücher / Englische Bücher 978-3-639-17300-0, VDM

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Robust and Efficient 3-D Optical Flow Computing Framework - Chang-Ming Tsai
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Chang-Ming Tsai:
Robust and Efficient 3-D Optical Flow Computing Framework - neues Buch

ISBN: 9783639173000

ID: 118947198

This book presents a framework that improves the robustness and accuracy in computing dense optical-flow fields. We propose a global formulation with a regularization term that can handle the 3D flow patterns, such as rotation, zoom, and their combinations, induced by a 3D rigid-body motion. The movitation of this book is that the traditional optical flow regularizers incorrectly penalize the above 3D flow patterns and result in biased estimates. Hence, the purpose of this work is to derive a new suite of regularization expressions that treat all valid flow patterns resulting from a 3D rigid-body motion equally, without unfairly penalizing any of them. Furthermore, we develop a framework of optical flow computation and flow model inference method. The proposed framework can fully utilize the power of the proposed 3D rigid body motion regularizers. The proposed framework is well suited for implementing real-time and high accuracy image and video processing applications. with scalable and flexible numerical methods Buch (fremdspr.) Bücher>Fremdsprachige Bücher>Englische Bücher, VDM

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Robust and Efficient 3-D Optical Flow Computing Framework: with scalable and flexible numerical methods
Autor:

Tsai, Chang-Ming

Titel:

Robust and Efficient 3-D Optical Flow Computing Framework: with scalable and flexible numerical methods

ISBN-Nummer:

9783639173000

Detailangaben zum Buch - Robust and Efficient 3-D Optical Flow Computing Framework: with scalable and flexible numerical methods


EAN (ISBN-13): 9783639173000
ISBN (ISBN-10): 3639173007
Gebundene Ausgabe
Taschenbuch
Erscheinungsjahr: 2009
Herausgeber: VDM Verlag

Buch in der Datenbank seit 21.09.2007 05:21:39
Buch zuletzt gefunden am 02.09.2016 08:46:12
ISBN/EAN: 9783639173000

ISBN - alternative Schreibweisen:
3-639-17300-7, 978-3-639-17300-0

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