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

Author(s)

    • Bannore, Vivek

Bibliographic Information

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

Vivek Bannore

(Studies in computational intelligence, v. 195)

Springer, c2009

Available at  / 5 libraries

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Note

References: p. 109-113

Description and Table of Contents

Description

To my wife, Mitu - Vivek Bannore Preface Preface In many imaging systems, under-sampling and aliasing occurs frequently leading to degradation of image quality. Due to the limited number of sensors available on the digital cameras, the quality of images captured is also limited. Factors such as optical or atmospheric blur and sensor noise can also contribute further to the d- radation of image quality. Super-Resolution is an image reconstruction technique that enhances a sequence of low-resolution images or video frames by increasing the spatial resolution of the images. Each of these low-resolution images contain only incomplete scene information and are geometrically warped, aliased, and - der-sampled. Super-resolution technique intelligently fuses the incomplete scene information from several consecutive low-resolution frames to reconstruct a hi- resolution representation of the original scene. In the last decade, with the advent of new technologies in both civil and mi- tary domain, more computer vision applications are being developed with a demand for high-quality high-resolution images. In fact, the demand for high- resolution images is exponentially increasing and the camera manufacturing te- nology is unable to cope up due to cost efficiency and other practical reasons.

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.

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Details

  • NCID
    BA90868996
  • ISBN
    • 9783642003844
  • Country Code
    gw
  • Title Language Code
    eng
  • Text Language Code
    eng
  • Place of Publication
    Berlin
  • Pages/Volumes
    xiii, 113 p.
  • Size
    25 cm
  • Parent Bibliography ID
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