ITERATIVE RECOGNITION-GUIDED THRESHOLDING AND DATA EXTRACTION

Patent №

US 10,242,285

Granted

2019-03-26

Filed 2016

Owner

KOFAX, INC.

Lab

AI components

2

vision · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15214351

Techniques for improved binarization and extraction of information from digital image data are disclosed in accordance with various embodiments. The inventive concepts include independently binarizing portions of the image data on the basis of individual features, e.g. per connected component, and using multiple different binarization thresholds to obtain the best possible binarization result for each portion of the image data independently binarized. Determining the quality of each binarization result may be based on attempted recognition and/or extraction of information therefrom. Independently binarized portions may be assembled into a contiguous result. In one embodiment, a method includes: identifying a region of interest within a digital image; generating a plurality of binarized images based on the region of interest using different binarization thresholds; and extracting data from some or all of the plurality of binarized images. Corresponding systems and computer program products are also disclosed.

VisionPlanningG06V 10/28G06T 7/11G06T 7/136G06T 7/187G06V 10/25G06V 10/457G06T 2207/20104

AI classification

Vision1.00
Planning0.67
Natural language0.40
AI hardware0.30
Knowledge representation0.05
Machine learning0.04
Evolutionary computation0.00
Speech0.00

Ownership

KOFAX, INC.

assignment · 392120802

Assignors

THRASHER, CHRISTOPHER W., SHUSTOROVICH, ALEXANDER, THOMPSON, STEPHEN MICHAEL, AMTRUP, JAN W., MACCIOLA, ANTHONY

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

From the same owner

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