Iterative-interpolation super-resolution image reconstruction: a computationally efficient technique

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 Iterative-Interpolation Super-Resolution (IISR) technique. The optimization-based techniquefor super-resolution is reinvestigated for comparative analysis to evaluate the accuracy and efficiency of the IISR technique. The significant influence ofthe regularization term over the fidelity of reconstruction is also analysed.The IISR technique addresses the problem of super-resolution image enhancement in terms of maintaining highest fidelity of reconstruction and a low computational cost to achieve maximum applicability of super-resolution to the real-world applications. Latest research in the area of computationally efficient and intelligent image super-resolution techniques Concise overview about advanced intelligent image super-resolution techniques INDICE: Introduction 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.

• ISBN: 978-3-642-00384-4
• Editorial: Springer
• Encuadernacion: Cartoné
• Páginas: 140
• Fecha Publicación: 01/05/2009
• Nº Volúmenes: 1
• Idioma: Inglés