Interpolation Algorithm for Data Processing in Video & Imaging Solutions

Summary

 Quick description:   The technology is a data processing algorithm enhancing image and video quality. The data processing algorithm has a wide range of applications from imaging to video treatment, for consumer goods (plug-in) and specific markets (healthcare such MRI realtime images treatment).
 Posted by:  Université de Montréal
 Published:  14 March 2008
 File number:  VAL-472-UM
 Patent:  US 11/130,419 Pending
 Primary sector:  Communications and Information
 Areas of interest:  3d, algorithm, armen atoyan, bi-cubic, cellular, communications, data processing, digital camera, digital still camera, image, imaging software...
 Website:  visit website


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Description

The technology is a data processing technique based on the orbit functions of compact Lie groups, called discrete orbit- function transforms (DOFT).

The DOFT, in the particular case of a rectangular lattice of 2D, is reduced to DCT, which is the transform implemented in the JPEG standard.
The continuous extensions of DOFTs (CEDOFT) have good analytic properties, such as convergence, localization and differentiability of the trigonometric series, which all are important for data interpolation.

It allows fast and effective processing of images and is not restricted to rectangular grids in 2- dimensional space, but performs others symmetries such as triangular or tetrahedral in 2 or more dimensional spaces. This 3rd dimension can be time, which allow data processing for video solutions.
  • For 2D images the CEDOFT outperforms these high-order interpolation methods by a factor of 2 to 4 in the speed of interpolation.
  • For 3D images the interpolation speed becomes faster than for bicubic spline by a factor of 10 and more.
The technology considered is an major improvement for the common data compression technologies.
It can provide higher PSNR (Peak Signal to Noise Ratio) at the same compression factor or lower compression at same PSNR.

Potential Applications

The technology provides a comprehensive set of reference-standard algorithms and graphical tools for analysis, visualization, and image manipulation, such as
  • improving degraded images,
  • enhancing image quality,
  • image segmentation,
  • interpolation/zooming,
  • rotation,
  • texture analysis,
  • data compression, etc.
Image processing has a wide range of applications from imagery to video data applications from consumers based applications to industrial niche markets.
  • Magnetic Resonance Imaging,
  • Video Surveillance,
  • Imaging Software,
  • Digital Camera, Digital Still Camera,
  • Cellular, PDA, Webcam,

State of Development

The algorithms have been developed and tested on various samples for different applications.
Univalor is now seeking partners for the development of particular applications through sponsored research and licensing agreements.

Testing

Contact us if you want to explore the potential of the technology with your own data or video samples (some conditions may apply).

Additional Information

The leaflet included hereinunder includes an example of data processing.

PRODUCTS

Name File size Price
 
Downloads
Slides Show - TechConnect Summit 2007 2.47 MB $FREE
Technology leaflet with image processing example 176 K $FREE


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Université de Montréal
Montreal, Canada

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Manager
Thomas Martinuzzo
Montreal, Canada

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Researcher
Prof Jiri Patera
Montreal, Canada

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