Iterative-Interpolation Super-Resolution Image Reconstruction A Computationally Efficient Technique /

• Main Author: Bannore, Vivek (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2009.
• Series: Studies in Computational Intelligence, 195
• Subjects: Mathematics.; Artificial intelligence.; Image processing.; Applied mathematics.; Engineering mathematics.; Neuropsychology.; Applications of Mathematics.; Image Processing and Computer Vision.; Artificial Intelligence (incl. Robotics).; Appl.Mathematics/Computational Methods of Engineering.

This book presents a novel and hybrid, computationally efficient, reconstruction scheme for solving the problem of super-resolution restoration of high-resolution images from sequences of geometrically warped, aliased and under-sampled low-resolution images. The scheme proposed is referred as the It...

Table of Contents:

• to Super-Resolution
• Overview of Super-Resolution Techniques
• Iterative-Interpolation Super-Resolution (IISR)
• Optimization Approach to Super-Resolution Image Reconstruction
• Image Registration for Super-Resolution
• Software Framework
• Conclusion and Future Directions.