Items related to Image Quality Assessment of Computer-generated Images:...
Image Quality Assessment of Computer-generated Images: Based on Machine Learning and Soft Computing (SpringerBriefs in Computer Science) - Softcover
Synopsis
Image Quality Assessment is well-known for measuring the perceived image degradation of natural scene images but is still an emerging topic for computer-generated images. This book addresses this problem and presents recent advances based on soft computing. It is aimed at students, practitioners and researchers in the field of image processing and related areas such as computer graphics and visualization.
In this book, we first clarify the differences between natural scene images and computer-generated images, and address the problem of Image Quality Assessment (IQA) by focusing on the visual perception of noise. Rather than using known perceptual models, we first investigate the use of soft computing approaches, classically used in Artificial Intelligence, as full-reference and reduced-reference metrics. Thus, by creating Learning Machines, such as SVMs and RVMs, we can assess the perceptual quality of a computer-generated image. We also investigate the use of interval-valued fuzzy sets as a no-reference metric.These approaches are treated both theoretically and practically, for the complete process of IQA. The learning step is performed using a database built from experiments with human users and the resulting models can be used for any image computed with a stochastic rendering algorithm. This can be useful for detecting the visual convergence of the different parts of an image during the rendering process, and thus to optimize the computation. These models can also be extended to other applications that handle complex models, in the fields of signal processing and image processing.
"synopsis" may belong to another edition of this title.
- PublisherSpringer
- Publication date2018
- ISBN 10 331973542X
- ISBN 13 9783319735429
- BindingPaperback
- LanguageEnglish
- Edition number1
- Number of pages102
Search results for Image Quality Assessment of Computer-generated Images:...
Stock Image
Image Quality Assessment of Computer-generated Images: Based on Machine Learning and Soft Computing (SpringerBriefs in Computer Science)
Seller: Lucky's Textbooks, Dallas, TX, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # ABLIING23Mar3113020104465
Quantity: Over 20 available
Seller Image
Image Quality Assessment of Computer-Generated Images : Based on Machine Learning and Soft Computing
Seller: GreatBookPrices, Columbia, MD, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 30598043-n
Quantity: Over 20 available
Seller Image
Image Quality Assessment of Computer-Generated Images : Based on Machine Learning and Soft Computing
Seller: GreatBookPrices, Columbia, MD, U.S.A.
Seller rating 5 out of 5 stars
Condition: As New. Unread book in perfect condition. Seller Inventory # 30598043
Quantity: Over 20 available
Stock Image
Image Quality Assessment of Computer-generated Images: Based on Machine Learning and Soft Computing (SpringerBriefs in Computer Science)
Seller: California Books, Miami, FL, U.S.A.
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # I-9783319735429
Quantity: Over 20 available
Stock Image
Image Quality Assessment of Computer-generated Images: Based on Machine Learning and Soft Computing (SpringerBriefs in Computer Science)
Seller: Ria Christie Collections, Uxbridge, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. In. Seller Inventory # ria9783319735429_new
Quantity: Over 20 available
Seller Image
Image Quality Assessment of Computer-Generated Images : Based on Machine Learning and Soft Computing
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
Condition: New. Seller Inventory # 30598043-n
Quantity: Over 20 available
Seller Image
Image Quality Assessment of Computer-generated Images
Published by
Berlin Springer International Publishing Springer Mrz 2018, 2018
ISBN 10: 331973542X
ISBN 13: 9783319735429
New
Taschenbuch
Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germany
Seller rating 5 out of 5 stars
Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Image Quality Assessment is well-known for measuring the perceived image degradation of natural scene images but is still an emerging topic for computer-generated images. This book addresses this problem and presents recent advances based on soft computing. It is aimed at students, practitioners and researchers in the field of image processing and related areas such as computer graphics and visualization. In this book, we first clarify the differences between natural scene images and computer-generated images, and address the problem of Image Quality Assessment (IQA) by focusing on the visual perception of noise. Rather than using known perceptual models, we first investigate the use of soft computing approaches, classically used in Artificial Intelligence, as full-reference and reduced-reference metrics. Thus, by creating Learning Machines, such as SVMs and RVMs, we can assess the perceptual quality of a computer-generated image. We also investigate the use of interval-valued fuzzy sets as a no-reference metric. These approaches are treated both theoretically and practically, for the complete process of IQA. The learning step is performed using a database built from experiments with human users and the resulting models can be used for any image computed with a stochastic rendering algorithm. This can be useful for detecting the visual convergence of the different parts of an image during the rendering process, and thus to optimize the computation. These models can also be extended to other applications that handle complex models, in the fields of signal processing and image processing. 88 pp. Englisch. Seller Inventory # 9783319735429
Quantity: 2 available
Seller Image
Image Quality Assessment of Computer-Generated Images : Based on Machine Learning and Soft Computing
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
Seller rating 5 out of 5 stars
Condition: As New. Unread book in perfect condition. Seller Inventory # 30598043
Quantity: Over 20 available
Seller Image
Image Quality Assessment of Computer-generated Images : Based on Machine Learning and Soft Computing
Published by
Springer, Berlin, Springer International Publishing, Springer, 2018
ISBN 10: 331973542X
ISBN 13: 9783319735429
New
Taschenbuch
Seller: AHA-BUCH GmbH, Einbeck, Germany
Seller rating 5 out of 5 stars
Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - Image Quality Assessment is well-known for measuring the perceived image degradation of natural scene images but is still an emerging topic for computer-generated images. This book addresses this problem and presents recent advances based on soft computing. It is aimed at students, practitioners and researchers in the field of image processing and related areas such as computer graphics and visualization. In this book, we first clarify the differences between natural scene images and computer-generated images, and address the problem of Image Quality Assessment (IQA) by focusing on the visual perception of noise. Rather than using known perceptual models, we first investigate the use of soft computing approaches, classically used in Artificial Intelligence, as full-reference and reduced-reference metrics. Thus, by creating Learning Machines, such as SVMs and RVMs, we can assess the perceptual quality of a computer-generated image. We also investigate the use of interval-valuedfuzzy sets as a no-reference metric. These approaches are treated both theoretically and practically, for the complete process of IQA. The learning step is performed using a database built from experiments with human users and the resulting models can be used for any image computed with a stochastic rendering algorithm. This can be useful for detecting the visual convergence of the different parts of an image during the rendering process, and thus to optimize the computation. These models can also be extended to other applications that handle complex models, in the fields of signal processing and image processing. Seller Inventory # 9783319735429
Quantity: 2 available
Stock Image
Image Quality Assessment of Computer-generated Images: Based on Machine Learning and Soft Computing
Published by
Springer-Verlag New York Inc, 2018
ISBN 10: 331973542X
ISBN 13: 9783319735429
New
Paperback
Seller: Revaluation Books, Exeter, United Kingdom
Seller rating 5 out of 5 stars
Paperback. Condition: Brand New. 88 pages. 9.00x6.00x0.25 inches. In Stock. Seller Inventory # x-331973542X
Quantity: 2 available