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9781466557963

Image Super-Resolution and Applications

by ;
  • ISBN13:

    9781466557963

  • ISBN10:

    1466557966

  • Edition: 1st
  • Format: Hardcover
  • Copyright: 2012-12-15
  • Publisher: CRC Press

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Supplemental Materials

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Summary

Image super resolution is the process by which a single HR image is obtained from multiple degraded LR images. Image super resolution can be carried out with or without a priori information. The problem of super resolution reconstruction of images can be solved in successive steps: image registration, multi-channel image restoration, image fusion, and, finally, image interpolation. This book provides complete coverage of image super resolution and its applications. With MATLAB® programs, the text presents various techniques polynomial image interpolation, adaptive polynomial image interpolation, and color image interpolation. It also analyzes image interpolation for pattern recognition.

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