The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Dec. 05, 2023

Filed:

Jun. 07, 2022
Applicant:

Mayachitra, Inc., Santa Barbara, CA (US);

Inventors:

Lakshmanan Nataraj, Chennai, IN;

Tajuddin Manhar Mohammed, Goleta, CA (US);

Tejaswi Nanjundaswamy, San Jose, CA (US);

Michael Gene Goebel, Santa Barbara, CA (US);

Bangalore S. Manjunath, Santa Barbara, CA (US);

Shivkumar Chandrasekaran, Santa Barbara, CA (US);

Assignee:

Mayachitra, Inc., Santa Barbara, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06N 3/088 (2023.01); G06F 18/214 (2023.01); G06F 18/21 (2023.01); G06N 3/045 (2023.01); G06V 10/764 (2022.01); G06V 10/82 (2022.01); G06V 10/44 (2022.01);
U.S. Cl.
CPC ...
G06N 3/088 (2013.01); G06F 18/217 (2023.01); G06F 18/2148 (2023.01); G06N 3/045 (2023.01); G06V 10/454 (2022.01); G06V 10/764 (2022.01); G06V 10/82 (2022.01);
Abstract

Systems, devices, methods and instructions are described for detecting GAN generated images. On embodiment involves receiving an images, generating co-occurrence matrices on color channels of the image, generating analysis of the image by using a convolutional neural network trained to analyze image features of the images based on the generated co-occurrence matrices and determining whether the image is a GAN generated image based on the analysis.


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