DOCUMENT SPATIAL LAYOUT FEATURE EXTRACTION TO SIMPLIFY TEMPLATE CLASSIFICATION

Patent №

US 11,348,353

Granted

2022-05-31

Filed 2020

Owner

AUTOMATION ANYWHERE, INC.

Lab

AI components

3

ml · vision · kr

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16779462

Image encoded documents are identified by recognizing known objects in each document with an object recognizer. The objects in each page are filtered to remove lower order objects. Known features in the objects are recognized by sequentially organizing each object in each filtered page into a one-dimensional array, where each object is positioned in a corresponding one-dimensional array as a function of location in the corresponding filtered page. The one-dimensional array is then compared to known arrays to classify the image document corresponding to the one-dimensional array.

Machine learningVisionKnowledge representationG06V 30/414G06F 16/93G06F 17/16G06F 18/24G06N 3/0464G06N 3/08G06N 3/09G06V 30/18057+5 more

AI classification

Vision1.00
Knowledge representation1.00
Machine learning0.99
Planning0.45
Natural language0.15
AI hardware0.11
Speech0.00
Evolutionary computation0.00

Ownership

AUTOMATION ANYWHERE, INC.

assignment · 527690274

Assignors

SUNDELL, MICHAEL, GEJJI, VIBHAS

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

From the same owner

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