Digital Image Interpolation in MATLAB

Digital Image Interpolation in MATLAB provides a comprehensive study in digital image interpolation with theoretical, analytical, and MATLAB implementation. It includes all historically and practically important interpolation algorithms, which will assist readers in learning and understanding the implementation details of each presented interpolation algorithm. Furthermore, sections in fundamental signal processing theories and image quality models are also included. The authors intend for the book to help readers develop a thorough consideration of the design of image interpolation algorithms and applications for their future research in the field of digital image processing.

MATLAB code is included throughout the book, and includes some functions from Image Processing Toolbox.

• Introduces a wide range of traditional and advanced image interpolation methods concisely and provides thorough treatment of theoretical foundations
• Discusses in detail the assumptions and limitations of presented algorithms
• Investigates a variety of interpolation and implementation methods including transform domain, edge-directed, wavelet and scale-space, and fractal-based methods
• Features simulation results for comparative analysis, summaries, and computational and analytical exercises at the end of each chapter