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.
Patent No.:
Date of Patent:
Jun. 16, 2026
Filed:
Dec. 18, 2025
Mohamed Bin Zayed University of Artificial Intelligence, Abu Dhabi, AE;
Khawar Islam, Abu Dhabi, AE;
Muhammad Zaigham Zaheer, Abu Dhabi, AE;
Arif Mahmood, Lahore, PK;
Karthik Nandakumar, Abu Dhabi, AE;
Mohamed bin Zayed University of Artificial Intelligence, Abu Dhabi, AE;
Abstract
A data augmentation method and system for generating enriched training images using diffusion models, hybrid concatenation, and fractal blending. An original image and at least one prompt are input to a diffusion model to generate a corresponding image. A hybrid image is formed by concatenating a portion of the original image with a remaining portion of the generated image, wherein concatenation is performed using a binary pixel-wise mask. The mask comprises pixels valued at zero or one, with at least one entire row or column set to zero. The concatenation includes multiplying pixels of the original image with the mask and multiplying pixels of the generated image with the complement of the mask. A fractal image is blended into the hybrid image using a blending factor to produce an augmented image.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile