book

Digital Image Interpolation in Matlab

March 2019

Intermediate to advanced

336 pages

11h 59m

English

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1.1 Sampling and Bandlimited Signal1.2 Unitary Transform1.3 Quantization1.4 Sampled Function Approximation: Fitting and Interpolation1.5 Book Organization1.6 Exercises
2.1 Digital Imaging in MATLAB2.2 Current Pixel and Neighboring Pixels2.3 Frequency Domain2.4 2D Filtering2.5 Edge Extraction2.6 Geometric Transformation2.7 Resize an Image2.8 Color Image2.9 Noise2.10 Summary2.11 Exercises

3.1 Image Features and Artifacts3.2 Objective Quality Measure3.3 Structural Similarity3.4 Summary3.5 Exercises
4.1 Image Interpolation: Overture4.2 Frequency Domain Analysis4.3 Mystery of Order4.4 Application: Affine Transformation4.5 Summary4.6 Exercises
5.1 DFT Zero Padding Interpolation5.2 Discrete Cosine Transform5.3 DCT Zero Padding Image Interpolation5.4 Overlapping5.5 Multi‐Kernels5.6 Iterative Error Correction5.7 Summary5.8 Exercises
6.1 Wavelet Analysis6.2 Wavelet Image Interpolation6.3 Cycle Spinning6.4 Error Correction6.5 Which Wavelets to Use6.6 Summary6.7 Exercises
7.1 Explicit Edge‐Directed Interpolation7.2 Implicit Edge‐Directed Interpolation7.3 Summary7.4 Exercises
8.1 Modeling of Image Features8.2 Interpolation by Autoregression8.3 New Edge‐Directed Interpolation (NEDI)8.4 Boundary Extension8.5 Threshold Selection8.6 Error Propagation Mitigation8.7 Covariance Window Adaptation8.8 Iterative Covariance Correction8.9 Summary8.10 Exercises
9.1 Iterated Function System9.2 Partitioned Iterative Function System9.3 Encoding9.4 Decoding9.5 Decoding with Interpolation9.6 Overlapping9.7 Summary9.8 Exercises

To my love Annie from Ted for putting up with it all once again

To mom Gloria Lee and the memory of dad, Simon Tam, dedicated by Wing‐Shan

Won Y. Yang, Wenwu Cao, Jaekwon Kim, Kyung W. Park, Ho-Hyun Park, Jingon Joung, Jong-Suk Ro, Han L. Lee, Cheol-Ho Hong, Taeho Im

Gérard Blanchet, Maurice Charbit

Michael Paluszek, Stephanie Thomas

Thad B. Welch, Cameron H.G. Wright, Michael G. Morrow

ISBN: 9781119119616Purchase book