Image statistics in visual computing 9781466539822, 1000200030004

249 15 5MB

English Pages 360 Year 2014

Table of contents :
Front Cover......Page 1
Contents......Page 8
Foreword......Page 14
Preface......Page 16
Part I: Background......Page 20
Chapter 1: Introduction......Page 22
Chapter 2: The Human Visual System......Page 34
Chapter 3: Image Collection and Calibration......Page 60
Part II: Image Statistics......Page 88
Chapter 4: First-Order Statistics......Page 90
Chapter 5: Gradients, Edges, and Contrast......Page 108
Chapter 6: Fourier Analysis......Page 138
Chapter 7: Dimensionality Reduction......Page 172
Chapter 8: Wavelet Analysis......Page 194
Chapter 9: Markov Random Fields......Page 226
Part III: Beyond Two Dimensions......Page 244
Chapter 10: Color......Page 246
Chapter 11: Depth Statistics......Page 276
Chapter 12: Time and Motion......Page 288
Appendix A: Basic Definitions......Page 304
Bibliography......Page 306
Back Cover......Page 360

Image statistics in visual computing
9781466539822, 1000200030004

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