REVERSIBLE DIFFUSION-BASED COMPRESSION

Patent №

US 7,706,448

Granted

2010-04-27

Filed 2003

Owner

MICROSOFT CORPORATION

AI components

2

vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10630955

Subject matter includes exemplary methods of reversible diffusion-based compression and an exemplary compression engine. In one implementation, a reversible diffusion function is applied to decrease high spatial frequency pixel values in an image or a prediction error image residue and to smooth variances between adjacent pixel values. An exemplary reversible diffusion function can increase data compression without loss of high frequency information yet operate with online encoders and decoders that lack significant processing power. An exemplary method transforms the data to make the data more amenable to compression schemes that utilize entropy transforms as an intermediate processing step, for example, prior to Huffman coding.

AI classification

Vision1.00
AI hardware0.88
Planning0.10
Evolutionary computation0.01
Knowledge representation0.00
Speech0.00
Natural language0.00
Machine learning0.00

Ownership

MICROSOFT CORPORATION

assignment · 143650689

Assignors

VARMA, ANKU

On an employer assignment, the assignors are typically the inventors.

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