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Scaling binary images with the telescoping template.

R A Ulichney1, D E Troxel

  • 1Corporate Research Group, Digital Equipment Corporation, Maynard, MA 01754.

IEEE Transactions on Pattern Analysis and Machine Intelligence
|August 27, 2011
PubMed
Summary
This summary is machine-generated.

A new digital scaling method enhances two-level images like graphics and documents. This fast, hardware-friendly approach uses logical operations for high-fidelity resizing without complex calculations.

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Area of Science:

  • Digital image processing
  • Computer vision

Background:

  • The increasing digitization of graphical and documentary materials necessitates efficient methods for resizing two-level images.
  • Existing scaling techniques may not be optimal for the unique characteristics of binary image data.

Purpose of the Study:

  • To develop a novel nonlinear scaling scheme for digital enlargement and reduction of two-level images.
  • To achieve high-fidelity scaling that is computationally efficient and suitable for hardware implementation.

Main Methods:

  • A nonlinear scaling scheme is proposed, leveraging the binary nature of the images.
  • The method employs logical operations, avoiding traditional arithmetic operations like addition and multiplication.
  • This approach simulates a convolution-like effect without complex computations.

Main Results:

  • The devised method achieves high-fidelity digital scaling for two-level images.
  • The technique is demonstrated to be fast and amenable to hardware realization.
  • No special pre-encoding of the images is required for the scaling process.

Conclusions:

  • The nonlinear, logic-based scaling method offers an effective solution for resizing binary images.
  • This approach provides a computationally efficient and hardware-friendly alternative for digital image scaling.
  • The technique meets the growing demand for high-quality digital scaling of graphical and documentary content.