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:
Jul. 07, 2026
Filed:
Jul. 23, 2024
Shrinivas Kudekar, Roswell, GA (US);
Shrinivas Kudekar, Roswell, GA (US);
Ashwin Ashok, Johns Creek, GA (US);
Abbaas Alif-Mohamed Nishar, Atlanta, GA (US);
[object Object];
Abstract
A machine learning based system and method for controlling residual artifacts in media contents to optimize user experience in real-time screen-to-camera communication environment, is disclosed. The machine learning based method includes converting RGB values of pixels to values of orthogonal or perceptual color space values for pixels; segmenting intensities of frames associated with the media contents, into bright, dark, and middle regions; generating symbols comprising optimized-frequency regions using a machine learning model; setting width border of boundaries to pre-determined pixel values for encoding ACR data; dividing the boundaries into boxes to embed information associated with symbols; assigning a bit value of one to boxes comprising first pre-determined sizes, and a bit value of zero to the boxes comprising second pre-determined sizes; assembling boxes within interior of frames; and controlling the residual artifacts of an encoding process in the media contents by reducing modulation depth based on the optimized redundancy.