Patents by Inventor Mingen Zheng

Mingen Zheng 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).

  • Vector based object recognition in hybrid cloud
    Patent number: 11068705
    Abstract: Disclosed are systems, methods, and computer-readable media for a hybrid cloud structure for machine-learning based object recognition. In one aspect, a system includes one or more video-capable access points; and one or more processors configured to receive image data from the one or more video-capable access points; perform, at a first processor of the one or more processors, a first process to detect one or more objects of interest in the image data; generate vector IDs for one or more objects detected in the image data; perform, at a second processor of the one or more processors, a second process to identify the one or more objects in the vector IDs; and generate at least one offline trail for the one or more objects based on statistics associated with the one or more objects identified.
    Type: Grant
    Filed: November 16, 2018
    Date of Patent: July 20, 2021
    Assignee: CISCO TECHNOLOGY, INC.
    Inventors: Ashutosh Arwind Malegaonkar, Haihua Xiao, Rizhi Chen, Li Kang, Siqi Ling, Mingen Zheng
  • VECTOR BASED OBJECT RECOGNITION IN HYBRID CLOUD
    Publication number: 20190377939
    Abstract: Disclosed are systems, methods, and computer-readable media for a hybrid cloud structure for machine-learning based object recognition. In one aspect, a system includes one or more video-capable access points; and one or more processors configured to receive image data from the one or more video-capable access points; perform, at a first processor of the one or more processors, a first process to detect one or more objects of interest in the image data; generate vector IDs for one or more objects detected in the image data; perform, at a second processor of the one or more processors, a second process to identify the one or more objects in the vector IDs; and generate at least one offline trail for the one or more objects based on statistics associated with the one or more objects identified.
    Type: Application
    Filed: November 16, 2018
    Publication date: December 12, 2019
    Inventors: Ashutosh Arwind Malegaonkar, Haihua Xiao, Rizhi Chen, Li Kang, Siqi Ling, Mingen Zheng