HIDDEN MARKOV MODEL GENERATION OF MULTI-PLANE RANDOM SCREENS

Patent №

US 9,787,871

Granted

2017-10-10

Filed 2015

Owner

XEROX CORPORATION

Lab

AI components

2

vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14609075

Methods and systems for the in-situ creation of a halftone noise screen layer by layer. Each layer produced is a white noise uniform distributed screen, statistically similar to one generated by a uniform noise function. The generation of each layer, however, is driven by a screen state which is an error based metric on the mean screen threshold. The set of screens produced are not independent of each other; adjacent layers are negatively correlated, while non-adjacent layers are completely uncorrelated. The result of this screen creation is that for any color the variation of coverage across the viewed surface is smaller than the variation produced by randomly generated screen planes. The algorithm is computationally inexpensive and eliminates the need to store multiple screens in memory.

VisionAI hardwareB29C 64/386B29C 64/112B29C 64/393B33Y 10/00B33Y 30/00B33Y 50/02G06K 15/1881H04N 1/4051+1 more

AI classification

AI hardware0.94
Vision0.58
Machine learning0.02
Planning0.00
Natural language0.00
Evolutionary computation0.00
Speech0.00
Knowledge representation0.00

Ownership

XEROX CORPORATION

assignment · 348470238

Assignors

SCHWEID, STUART

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

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