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End User License Agreement
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End User License Agreement
by Wing-Shan Tam, Chi-Wah Kok
Digital Image Interpolation in Matlab
Cover
Dedication
About the Authors
Preface
Acknowledgments
Nomenclature
Abbreviations
About the Companion Website
1 Signal Sampling
1.1 Sampling and Bandlimited Signal
1.2 Unitary Transform
1.3 Quantization
1.4 Sampled Function Approximation: Fitting and Interpolation
1.5 Book Organization
1.6 Exercises
2 Digital Image
2.1 Digital Imaging in MATLAB
2.2 Current Pixel and Neighboring Pixels
2.3 Frequency Domain
2.4 2D Filtering
2.5 Edge Extraction
2.6 Geometric Transformation
2.7 Resize an Image
2.8 Color Image
2.9 Noise
2.10 Summary
2.11 Exercises
3 Image Quality
3.1 Image Features and Artifacts
3.2 Objective Quality Measure
3.3 Structural Similarity
3.4 Summary
3.5 Exercises
4 Nonadaptive Interpolation
4.1 Image Interpolation: Overture
4.2 Frequency Domain Analysis
4.3 Mystery of Order
4.4 Application: Affine Transformation
4.5 Summary
4.6 Exercises
5 Transform Domain
5.1 DFT Zero Padding Interpolation
5.2 Discrete Cosine Transform
5.3 DCT Zero Padding Image Interpolation
5.4 Overlapping
5.5 Multi‐Kernels
5.6 Iterative Error Correction
5.7 Summary
5.8 Exercises
6 Wavelet
6.1 Wavelet Analysis
6.2 Wavelet Image Interpolation
6.3 Cycle Spinning
6.4 Error Correction
6.5 Which Wavelets to Use
6.6 Summary
6.7 Exercises
7 Edge‐Directed Interpolation
7.1 Explicit Edge‐Directed Interpolation
7.2 Implicit Edge‐Directed Interpolation
7.3 Summary
7.4 Exercises
8 Covariance‐Based Interpolation
8.1 Modeling of Image Features
8.2 Interpolation by Autoregression
8.3 New Edge‐Directed Interpolation (NEDI)
8.4 Boundary Extension
8.5 Threshold Selection
8.6 Error Propagation Mitigation
8.7 Covariance Window Adaptation
8.8 Iterative Covariance Correction
8.9 Summary
8.10 Exercises
9 Partitioned Fractal Interpolation
9.1 Iterated Function System
9.2 Partitioned Iterative Function System
9.3 Encoding
9.4 Decoding
9.5 Decoding with Interpolation
9.6 Overlapping
9.7 Summary
9.8 Exercises
AppendixMATLAB Functions List
Bibliography
Index
End User License Agreement
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WILEY END USER LICENSE AGREEMENT
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