Image statistics in visual computing / Tania Pouli, Erik Reinhard, Douglas W. Cunningham.

Format:

Book

Author/Creator:

Pouli, Tania.

Contributor:

Cunningham, Douglas W. (Douglas William)

Reinhard, Erik, 1968-

Language:

English

Subjects (All):

Computer vision--Mathematics.

Computer vision.

Computer graphics.

Visual perception.

Physical Description:

1 online resource (360 p.)

Edition:

1st ed.

Place of Publication:

Boca Raton, Florida : CRC Press, [2014]

Language Note:

English

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 covers all aspects of natural image statistics, from data collection to analysis to applications in comp

Contents:

Front Cover; Contents; Foreword; Preface; Part I: Background; Chapter 1: Introduction; Chapter 2: The Human Visual System; Chapter 3: Image Collection and Calibration; Part II: Image Statistics; Chapter 4: First-Order Statistics; Chapter 5: Gradients, Edges, and Contrast; Chapter 6: Fourier Analysis; Chapter 7: Dimensionality Reduction; Chapter 8: Wavelet Analysis; Chapter 9: Markov Random Fields; Part III: Beyond Two Dimensions; Chapter 10: Color; Chapter 11: Depth Statistics; Chapter 12: Time and Motion; Appendix A: Basic Definitions; Bibliography; Back Cover

Notes:

Description based upon print version of record.

Includes bibliographical references and index.

Description based on online resource; title from PDF title page (ebrary, viewed November 27, 2013).

ISBN:

9781040057650

1040057659

9780429107313

0429107315

9781568817255

1568817258

OCLC:

1350745141