Patents by Inventor Salman Hameed Khan

Salman Hameed Khan 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).

  • Systems and methods for transforming raw sensor data captured in low-light conditions to well-exposed images using neural network architectures
    Patent number: 11037278
    Abstract: This disclosure relates to improved techniques for generating images from raw image sensor data captured in low-light conditions without the use of flash photography. The techniques described herein utilize a neural network architecture to transform the raw image sensor data into well-exposed images. The neural network architecture can be trained using a multi-criterion loss function that jointly models both pixel-level and feature-level properties of the images. The images output by the neural network architecture can be provided to a contrast correction module that enhances the contrast of the images.
    Type: Grant
    Filed: January 23, 2019
    Date of Patent: June 15, 2021
    Assignee: INCEPTION INSTITUTE OF ARTIFICIAL INTELLIGENCE, LTD.
    Inventors: Syed Waqas Zamir, Salman Hameed Khan, Fahad Shahbaz Khan, Aditya Arora, Ling Shao
  • SYSTEMS AND METHODS FOR TRANSFORMING RAW SENSOR DATA CAPTURED IN LOW-LIGHT CONDITIONS TO WELL-EXPOSED IMAGES USING NEURAL NETWORK ARCHITECTURES
    Publication number: 20200234414
    Abstract: This disclosure relates to improved techniques for generating images from raw image sensor data captured in low-light conditions without the use of flash photography. The techniques described herein utilize a neural network architecture to transform the raw image sensor data into well-exposed images. The neural network architecture can be trained using a multi-criterion loss function that jointly models both pixel-level and feature-level properties of the images. The images output by the neural network architecture can be provided to a contrast correction module that enhances the contrast of the images.
    Type: Application
    Filed: January 23, 2019
    Publication date: July 23, 2020
    Inventors: Syed Waqas Zamir, Salman Hameed Khan, Fahad Shahbaz Khan, Aditya Arora, Ling Shao