SYSTEM AND METHOD FOR AUTOMATED DETECTION OF FIGURE ELEMENT REUSE

Patent №

US 10,997,232

Granted

2021-05-04

Filed 2020

Owner

NORTHWESTERN UNIVERSITY

+2 more

Lab

AI components

4

nlp · vision · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16752113

A system and method for automated detection of figure element reuse. The system can receive articles or other publications from a user input or an automated input. The system then extracts images from the articles and compares them to reference images from a historical database. The comparison and detection of matches occurs via a copy-move detection algorithm implemented by a processor of the system. The processor first locates and extracts keypoints from a submission image and finds matches between those keypoints and the keypoints from a reference image using a near neighbor algorithm. The matches are clustered and the clusters are compared for keypoint matching. Matched clusters are further compared for detectable transformations. The processor may additionally implement natural language processing to filter matches based on the context of the use of the submission image in the submission and a patch detector for removing false positive features.

AI classification

Vision1.00
Natural language1.00
Planning1.00
Knowledge representation0.99
AI hardware0.23
Machine learning0.01
Speech0.01
Evolutionary computation0.00

Ownership

NORTHWESTERN UNIVERSITY

assignment · 558180278

REHABILITATION INSTITUTE OF CHICAGO

assignment · 558180278

SYRACUSE UNIVERSITY

assignment · 561240063

From the same owner

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