| Description |
1 online resource : color illustrations |
| Bibliography |
Includes bibliographical references and index. |
| Summary |
To achieve the complex task of interpreting what we see, our brains rely on statistical regularities and patterns in visual data. Knowledge of these regularities can also be considerably useful in visual computing disciplines, such as computer vision, computer graphics, and image processing. The field of natural image statistics studies the regularities to exploit their potential and better understand human vision. With numerous color figures throughout, Image Statistics in Visual Computing The authors keep the material accessible, providing mathematical definitions where appropriate to help readers understand the transforms that highlight statistical regularities present in images. The book also describes patterns that arise once the images are transformed and gives examples of applications that have successfully used statistical regularities. Numerous references enable readers to easily look up more information about a specific concept or application. A supporting website also offers additional information, including descriptions of various image databases suitable for statistics. Collecting state-of-the-art, interdisciplinary knowledge in one source, this book explores the relation of natural image statistics to human vision and shows how natural image statistics can be applied to visual computing. It encourages readers in both academic and industrial settings to develop novel insights and applications in all disciplines that relate to visual computing. |
| Subject |
Computer vision -- Mathematics.
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Computer graphics.
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Visual perception.
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Vision par ordinateur -- Mathématiques. |
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Infographie. |
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Perception visuelle. |
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computer graphics. |
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visual perception. |
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Computer graphics |
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Visual perception |
| Added Author |
Cunningham, Douglas W. (Douglas William), author.
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Reinhard, Erik, 1968- author.
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| Other Form: |
Print version: Pouli, Tania. Image statistics in visual computing. Boca Raton, Florida : CRC Press, 2013 9781568817255 (OCoLC)1064863724 |
| ISBN |
9781439874905 (electronic bk.) |
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1439874905 (electronic bk.) |
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