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Overview
Super-Resolution Imaging serves as an essential reference for both academicians and practicing engineers. It can be used both as a text for advanced courses in imaging and as a desk reference for those working in multimedia, electrical engineering, computer science, and mathematics.
The first book to cover the new research area of super-resolution imaging, this text includes work on the following groundbreaking topics: Image zooming based on wavelets and generalized interpolation; Super-resolution from sub-pixel shifts; Use of blur as a cue; Use of warping in super-resolution; Resolution enhancement using multiple apertures; Super-resolution from motion data; Super-resolution from compressed video; Limits in super-resolution imaging. Written by the leading experts in the field, Super-Resolution Imaging presents a comprehensive analysis of current technology, along with new research findings and directions for future work.
Synopsis
Editor Chaudhuri (electrical engineering, Indian Institute of Technology-Bombay) requested contributions from an international team of authors that would cover a range of problems and methods under the broad topic of super-resolution imaging—generating a very high- resolution image from a set of low-resolution observations—in order to provide a survey of the state of the field. The text is intended for upper-level undergraduates and graduate students in electrical engineering, computer science, and mathematics who are taking courses in image processing and computer vision, as well as for working researchers and engineers. A background in image processing isn't a prerequisite, but some knowledge of image restoration is helpful. Annotation c. Book News, Inc., Portland, OR (booknews.com)