Patents by Inventor Ryan SZETO

Ryan SZETO has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • System and method for multi-frame contextual attention for multi-frame image and video processing using deep neural networks
    Patent number: 11948280
    Abstract: A method and system for multi-frame contextual attention are provided. The method includes obtaining a reference frame to be processed, identifying context frames with respect to the reference frame, and producing a refined reference frame by processing the obtained reference frame based on the context frames.
    Type: Grant
    Filed: April 28, 2020
    Date of Patent: April 2, 2024
    Assignee: Samsung Electronics Co., Ltd
    Inventors: Mostafa El-Khamy, Ryan Szeto, Jungwon Lee
  • System and method for video processing with enhanced temporal consistency
    Patent number: 11526970
    Abstract: A system and method for processing an input video while maintaining temporal consistency across video frames is provided. The method includes converting the input video from a first frame rate to a second frame rate, wherein the second frame rate is a faster frame rate than the first frame rate; generating processed frames of the input video at the second frame rate; and aggregating the processed frames using temporal sliding window aggregation to yield a processed output video at a third frame rate.
    Type: Grant
    Filed: April 7, 2020
    Date of Patent: December 13, 2022
    Inventors: Mostafa El-Khamy, Ryan Szeto, Jungwon Lee
  • SYSTEM AND METHOD FOR MULTI-FRAME CONTEXTUAL ATTENTION FOR MULTI-FRAME IMAGE AND VIDEO PROCESSING USING DEEP NEURAL NETWORKS
    Publication number: 20210217145
    Abstract: A method and system for multi-frame contextual attention are provided. The method includes includes obtaining a reference frame to be processed, identifying context frames with respect to the reference frame, and producing a refined reference frame by processing the obtained reference frame based on the context frames.
    Type: Application
    Filed: April 28, 2020
    Publication date: July 15, 2021
    Inventors: Mostafa EL-KHAMY, Ryan SZETO, Jungwon LEE
  • SYSTEM AND METHOD FOR VIDEO PROCESSING WITH ENHANCED TEMPORAL CONSISTENCY
    Publication number: 20210065340
    Abstract: A system and method for processing an input video while maintaining temporal consistency across video frames is provided. The method includes converting the input video from a first frame rate to a second frame rate, wherein the second frame rate is a faster frame rate than the first frame rate; generating processed frames of the input video at the second frame rate; and aggregating the processed frames using temporal sliding window aggregation to yield a processed output video at a third frame rate.
    Type: Application
    Filed: April 7, 2020
    Publication date: March 4, 2021
    Inventors: Mostafa EL-KHAMY, Ryan SZETO, Jungwon LEE