Patents by Inventor Man Lan WONG

Man Lan WONG 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).

  • Content adaptive attention model for neural network-based image and video encoders
    Patent number: 11887005
    Abstract: Various embodiments are generally directed to using attention models in neural network-based image and video encoders and/or decoders. A first feature map of a first image may be generated by a first layer of a neural network, the neural network executing on a computer processor to encode the first image. An attention layer of the neural network may compute an adaptive spatial saliency map for the first feature map of the first image based on the first feature map of the first image. The neural network may then perform an element-wise multiplication of the first feature map and the adaptive spatial saliency map for the first feature map to generate a modulated feature map to encode the first image.
    Type: Grant
    Filed: December 3, 2018
    Date of Patent: January 30, 2024
    Assignee: INTEL CORPORATION
    Inventor: Man Lan Wong
  • A CONTENT ADAPTIVE ATTENTION MODEL FOR NEURAL NETWORK-BASED IMAGE AND VIDEO ENCODERS
    Publication number: 20210366161
    Abstract: Various embodiments are generally directed to using attention models in neural network-based image and video encoders and/or decoders. A first feature map of a first image may be generated by a first layer of a neural network, the neural network executing on a computer processor to encode the first image. An attention layer of the neural network may compute an adaptive spatial saliency map for the first feature map of the first image based on the first feature map of the first image. The neural network may then perform an element-wise multiplication of the first feature map and the adaptive spatial saliency map for the first feature map to generate a modulated feature map to encode the first image.
    Type: Application
    Filed: December 3, 2018
    Publication date: November 25, 2021
    Applicant: INTEL CORPORATION
    Inventor: Man Lan WONG